Social Motivations for College Hookups.
Open accessAbstract
Hookups are a normative experience for college students with 72% of college students reporting hooking up by their Senior year. Although there is over a decade of research on hookups, what motivates college students to participate in hookups is not clear, with prior research focused mostly on psychological rather than social motivations, and differences by gender, but not exploring whether students differ in hookup motivations by other factors. This study explored whether students hooked up and hookup motivations among a random sample of 180 heterosexual college students at a Southeast university, and differences by demographic characteristics, marital age expectations, and parent and peers' marital status. Results showed the majority of participants hookup up to feel sexual pleasure, with a significant minority motivated by relationship formation and the 'college experience.' Significant predictors of hookup motivations include gender, mother's education, religiosity, parent's coupled status, and friends' marital status, while race and age differences were not significant. Results of a latent class analyses showed five distinct classes of social hookup motivations: older and younger abstainers, relationship seekers, pleasure pathway, and college scripts. Implications for future research are discussed.
AI snapshot
Written from the paper’s full text.
TL;DR
This study examines social motivations for college hookups among 180 heterosexual undergraduates at a Southeast minority-serving university, using logistic regressions and latent class analysis. It finds sexual pleasure is the most common motive, but relationship formation, the “college experience,” and substance use also matter, with motivations varying by gender, religiosity, mother’s education, and parents’ relationship status.
Key findings
- Among the 63.9% who had hooked up, 64.3% cited sexual pleasure, 33.0% hoped to form a romantic relationship, 15.8% were unsure, 14.8% cited the “college experience,” 13.9% cited alcohol or drugs, 12.2% wanted to improve sex skills, 11.3% sought self-confidence, and 3.5% hooked up to fit in.
- Men were less likely than women to have never hooked up (OR = .38), and among those who hooked up, men were more likely to report pleasure (OR = 3.56), improving sex skills (OR = 4.90), self-confidence (OR = 4.62), or the college experience (OR = 8.38).
- Religious students (OR = 2.59) and students whose mothers had a college degree (OR = 4.33) were more likely to cite the college experience; students with coupled parents were more likely to cite relationship formation (OR = 3.86) or to have never hooked up (OR = 2.14). Race and age were not significant predictors.
- Latent class analysis identified five classes: older abstainers (~18%), young abstainers (~18%), relationship seekers (~20%), pleasure pathway (32%), and college script (just under 12%, about 23% of those who hooked up).
Methods
- Data came from a Fall 2012 online survey of a random sample of 1,000 undergraduates at a public Southeast minority-serving institution; 280 responded (28% response rate), and the final analytic sample was 180 heterosexual students aged 18–24.
- Hookup motivation was measured by asking participants to check all that applied to their most recent hookup, with ten response options; sociodemographic, marital intention, and parent/peer marital status measures were also collected.
- Analyses included descriptive statistics, binomial logistic regressions predicting hookup participation and individual motivations, and latent class analysis in Stata to identify clusters of motivations and characteristics.
Limitations
- The authors state the data are cross-sectional, come from one university, ask only about the last hookup, include only nine motivations, rely on a small funded sample, exclude non-heterosexual and non-binary students, and were collected in 2012, so findings may not generalize or reflect later changes such as dating apps and Covid-19.
- Evident in the text: the sample is heavily female (82.2% female, 17.8% male), limiting gender comparisons; the LCA fit statistics are reported as favoring a four-class model, yet the authors chose a five-class model; and null race/age findings may reflect limited statistical power.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
36 of 103 cited sources checked · 11 supported · 0 flagged · accuracy not yet measured
- Premisecitation
Research examining physical, relationship, social contextual and substance related factors that may motivate hookups is very limited.
“research examining the physical, relationship, social contextual and substance related factors that may motivate the broader category of hookups” is very limited (Uecker et al. 2015; Weitbrecht and Whitton 2020)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Uecker et al. 2015 source
In “Motivations for Hooking Up” (page unavailable), the paper says there is “a great deal of research on different motivations for hooking up” and discusses physical, relationship, and social-environmental motives. Its stated gap is narrower: little is known about how motivations operate concurrently or cluster together. The cited passages do not establish that research on the listed factors as a whole, including substance-related factors, is very limited. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Weitbrecht and Whitton 2020 source
- Premisecitation
Social expectations of the college experience can include expectations of hooking up as part of a broader partying social script.
“which can include expectations of hooking up as part of a broader partying ‘social script’ associated with college (Wade 2017, Kuperberg and Padgett 2017)”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Wade 2017
- cites Kuperberg and Padgett 2017 source
- Premisecitation
Prior research on hookup motivations has focused mostly on psychological rather than social motivations.
“prior research focused mostly on psychological rather than social motivations”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Uecker et al. 2015 source
The “Motivations for Hooking Up” section says the literature on sexual motivations is primarily in psychology, which supports part of the characterization of prior research. It does not say that hookup studies focused mostly on psychological *motivations* rather than social ones; its example of prior research includes social-environmental and interpersonal motives. (LLM, conf=0.78)
Experimental — accuracy not yet measured - cites Weitbrecht and Whitton 2020 source
- Premisecitation
Hookups are a normative experience for most college students.
“Hookups are a normative experience for college students with 72% of college students reporting hooking up by their Senior year.”
- Also stated in: § Introduction · plain
“Hookups are then a normative experience for most college students (England et al. 2008; Garcia et al. 2012; Kalish and Kimmel 2011; Reiber and Garcia 2010)”
Quote in the paperNot a substantial claim1 of 3 sources checked - Also stated in: § Introduction · plain
- Premisecitation
Participation in hookups differs by gender, race, religiosity, class and age.
“Participation in hookups differs by gender, race, religiosity, class and age (Allison and Risman 2017; Armstrong and Hamilton 2013; Kuperberg and Padgett 2016)”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Allison and Risman 2017 source
- cites Armstrong and Hamilton 2013 source
- cites Kuperberg and Padgett 2016 source
The Results report differences in hookup participation by gender (p. 13), race and religious attendance (p. 16), and age (the model results on p. 14). The paper does not report a corresponding finding by social class; it mentions social class in a cited work’s title in the References (p. 22). (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Students of color are less likely to binge drink or use marijuana during hookup encounters compared to white students.
“Students of color are less likely to binge drink or use marijuana during hookup encounters compared to white students (Kuperberg and Padgett 2017); therefore substance use may be less likely to motivate their hookups compared to those of white students.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2017 source
The Meeting Contexts and Risky Behavior section reports lower drug and alcohol use among Black adolescents than White adolescents, citing Wallace et al. (2003). That is a narrower population and concerns general use, not binge drinking or marijuana use during college hookup encounters among students of color broadly. The Results section reports encounter-level substance use but does not give the claimed racial comparison. (LLM, conf=0.79)
Experimental — accuracy not yet measured
- Premisecitation
Having a mother with a bachelor's degree has been found to be related to increased binge drinking and marijuana use during hookup encounters.
“Having a mother with a bachelor’s degree has also been found to be related to increased binge drinking and marijuana use during hookup encounters (Kuperberg and Padgett 2017).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2017 source
The Contexts and Risk-Taking Behavior section identifies “mother BA+” as a control in the marijuana-use model, but the passages do not report whether it was associated with marijuana use or binge drinking. The Meeting Contexts and Risky Behavior section links higher maternal education to unprotected sex among freshmen, not to the two substance-use outcomes. Searched for mother’s education, bachelor’s degree, and mother BA+. (LLM, conf=0.74)
Experimental — accuracy not yet measured
- Premisecitation
Older college students may not desire a relationship because they will be transitioning out of college soon.
“However, older college students may not desire a relationship because they will be transitioning out of college soon (Glenn and Marquardt 2001; Lyons et al. 2014).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Glenn and Marquardt 2001
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Lyons et al. 2014 source
The Results (page unavailable) say that some young adults avoided starting romantic relationships because they expected to move soon, including a college student preparing to study abroad. They do not specifically identify older college students or an impending transition out of college as the reason. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Findingown data
A significant minority of participants are motivated by relationship formation.
“with a significant minority motivated by relationship formation and the ‘college experience.’”
Quote in the paperSubstantial claim - Findingown data
Latent class analysis showed five distinct classes of social hookup motivations: older abstainers, younger abstainers, relationship seekers, pleasure pathway, and college scripts.
“Results of a latent class analyses showed five distinct classes of social hookup motivations: older and younger abstainers, relationship seekers, pleasure pathway, and college scripts.”
Quote in the paperSubstantial claim - Findingown data
Religiosity is a significant predictor of hookup motivations.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
Quote in the paperSubstantial claim - Findingown data
Parent's coupled status is a significant predictor of hookup motivations.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
Quote in the paperSubstantial claim - Findingown data
The majority of participants hook up to feel sexual pleasure.
“Results showed the majority of participants hookup up to feel sexual pleasure”
Quote in the paperSubstantial claim - Findingown data
Gender is a significant predictor of hookup motivations.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
Quote in the paperSubstantial claim - Findingown data
Age differences in hookup motivations are not significant.
“while race and age differences were not significant”
Quote in the paperNot a substantial claim - Findingown data
Race differences in hookup motivations are not significant.
“while race and age differences were not significant”
Quote in the paperNot a substantial claim - Findingown data
A significant minority of participants are motivated by the 'college experience'.
“with a significant minority motivated by relationship formation and the ‘college experience.’”
Quote in the paperSubstantial claim - Findingown data
Friends' marital status is a significant predictor of hookup motivations.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
Quote in the paperSubstantial claim - Findingown data
Mother's education is a significant predictor of hookup motivations.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
Quote in the paperSubstantial claim - Findingown data
Participants whose mother had a college degree were more likely to report hooking up because it was part of the college experience (OR=4.33, 95% CI [1.09-17.17], p=.037).
“Participants who were more religious (OR = 2.59, 95% CI [1.09-6.18], p = .03) or whose mother had a college degree (OR = 4.33, 95% CI [1.09–17.17], p = .037] were also significantly more likely to report that they hooked up because it was a part of the college experience.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who had hooked up, male students were more likely than female students to report hooking up to improve sex skills (OR=4.90, 95% CI [1.30-18.44], p=.019).
“to improve sex skills (OR = 4.90, 95% CI [1.30–18.44]; p = .019)”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
There were no significant associations between ideal age of marriage or having married friends and hookup motivation or experience in regressions.
“There were no significant associations between ideal age of marriage, or having married friends and hookup motivation or experience in regressions”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Hookup motivations did not significantly differ by race or age.
“Motivations did not significantly differ by race or age.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Participants with coupled parents were more likely than those without to report never having hooked up (OR=2.14, 95% CI [1.04-4.38], p=.04).
“or that they had never hooked up (OR = 2.14, 95% CI[1.04–4.38], p = .04).”
Quote in the paperSubstantial claim - Findingown data
Participants who were more religious were more likely to report hooking up because it was part of the college experience (OR=2.59, 95% CI [1.09-6.18], p=.03).
“Participants who were more religious (OR = 2.59, 95% CI [1.09-6.18], p = .03) or whose mother had a college degree (OR = 4.33, 95% CI [1.09–17.17], p = .037] were also significantly more likely to report that they hooked up because it was a part of the college experience.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who hooked up, 11.3% (N=13) reported self-confidence as a motivation.
“self-confidence (N = 13, 11.3%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who hooked up, 14.8% (N=17) reported hooking up for the 'college experience'.
“hooking up for the “college experience” (N = 17, 14.8%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Male students were less likely than female students to report never having hooked up (OR=.38, 95% CI [.15-.98], p=.04).
“Past participation in hookups was more common among male students, with males being less likely to report they had never hooked up (OR = .38, 95% CI [.15–.98], p = .04).”
Quote in the paperNot a substantial claim - Findingown data
Among those who had hooked up, male students were more likely than female students to report hooking up because it is part of the college experience (OR=8.38, 95% CI [2.28-30.7], p=.001).
“or because it’s part of the college experience (OR = 8.38, 95% CI [2.28–30.7], p = .001).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among participants who had hooked up, the most frequently reported motivation was sexual pleasure (N=74, 64.3%).
“Most participants in our sample who hooked up reported sexual pleasure as their main hookup motivation (N = 74, 64.3%).”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who hooked up, 13.9% (N=16) reported alcohol or drug use as a motivation.
“alcohol or drug use (N = 16, 13.9%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who hooked up, 15.8% (N=18) were not sure why they hooked up.
“followed by those who were not sure why they hooked up (N = 18; 15.8%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Participants with coupled parents were more likely than those without to report hooking up because they hoped to form a relationship (OR=3.86, 95% CI [1.45-10.29], p=.007).
“Participants who had parents who were coupled were more likely than those who didn’t to report hooking up because they hoped to form a relationship (OR = 3.86, 95% CI [1.45–10.29], p = .007)”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who had hooked up, male students were more likely than female students to report hooking up to boost self-confidence (OR=4.62, 95% CI [1.04-20.42], p=.04).
“to boost their self-confidence (OR = 4.62, 95% CI [1.04–20.42], p = .04)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who hooked up, 12.2% (N=14) reported improving sex skills as a motivation.
“improving sex skills (N = 14, 12.2%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
The second most common hookup motivation among those who hooked up was hoping to form a romantic relationship (N=38, 33.0%).
“The second most commonly reported motivation for hooking up was forming romantic relationships (N = 38, 33.0%)”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Among those who had hooked up, male students were more likely than female students to report hooking up for pleasure (OR=3.56, 95% CI [1.04-12.15], p=.04).
“male students were significantly more likely than female students to report hooking up for pleasure (OR = 3.56, 95% CI [1.04–12.15], p = .04)”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
Both the older abstainers and young abstainers were most likely to have coupled parents compared to the hookup classes.
“Both the older abstainers and young abstainers were most likely to have coupled parents compared to the hookup classes.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
- Findingown data
The LCA revealed that seemingly individualistic motivations such as boosting self-confidence and building sex skills clustered with motivations related to the college experience and sexual pleasure.
“Our LCA revealed that seemingly individualistic motivations such as ‘boosting self-confidence’ and ‘building sex skills’ also clustered with motivations related to getting the ‘college experience’ and sexual pleasure.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
- Findingreasoning
Participants with married friends were more likely to be in the relationship seeker and older abstainer classes.
“Participants with married friends were more likely to be in the relationship seeker and older abstainer classes, not surprising since both classes consisted of older students.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
- Findingown data
The logistic regression results did not show strong race differences in individual hookup motivations or participation.
“We did not find strong race differences in the logistic regression results related to individual hookup motivations or participation”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingown data
The LCA revealed men were more likely to be motivated by college scripts, including getting the college experience, which can include gaining sexual skills and self-confidence via sexual experimentation.
“The LCA similarly revealed men were more likely to be motivated by college scripts, including getting the “college experience”, which can include gaining sexual skills and self-confidence via sexual experimentation.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
- Findingown data
Sexual pleasure, the most common motivation, was equally cited by men and women in logistic regressions.
“Logistic regressions revealed that sexual pleasure, the most common motivation, was equally cited as motivations for their last hookup by both men and women.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
- Findingcitation
The college scripts class commonly included those who had a mother with a college degree, as found by prior qualitative research.
“That class also commonly included those who had a mother with a college degree, as found by prior qualitative research (Allison and Risman 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Allison and Risman 2014 source
- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
- Premisecitation
72% of college students report hooking up by their Senior year.
“Hookups are a normative experience for college students with 72% of college students reporting hooking up by their Senior year.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites England et al. 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Past demographic comparisons of motivations have only examined gender or partner type differences.
“with past demographic comparisons of motivations only examining gender or partner type differences (Weitbrecht and Whitton 2020)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Weitbrecht and Whitton 2020 source
- Premisecitation
Distinct racial/ethnicity, class and age differences in marital timing expectations and peer and parent marriage rates can shape group-based differences in hookup motivations and participation.
“Distinct racial/ethnicity, class and age differences in marital timing expectations and peer and parent marriage rates can also shape group-based differences in hookup motivations and participation (Allison and Risman 2017, Hamilton and Armstrong 2009; Mullen 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Premisecitation
Students of color are less likely than White students to see marriage delay as normative.
“Students of color are less likely than White students to see marriage delay as normative (Allison and Risman 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Allison and Risman 2017 source
- Premisereasoning
Substance use may be related to motivations to hookup at a higher rate than other casual sex encounters.
“Substance use may therefore be related to motivations to hookup at a higher rate than other casual sex encounters, because it is an established part of the college hookup script”
Quote in the paperNot a substantial claim - Premisecitation
Women are more likely to report hooking up to feel attractive or desirable.
“Women are also more likely to report hooking up to feel attractive or desirable (Weitbrecht and Whitton 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Weitbrecht and Whitton 2020 source
- Premisecitation
Given gender inequalities in college hookup culture, ideal age of first marriage may not be a predictor of hookups for college women.
“Given gender inequalities in college hookup culture, ideal age of first marriage may not be a predictor of hookups for college women (Allison and Risman 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Allison and Risman 2017 source
- Premisecitation
Many students list forming a relationship as a motivation for hooking up.
“While many students list forming a relationship as a motivation for hooking up (Garcia and Reiber 2008)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Garcia and Reiber 2008 source
- Premisecitation
Differences in motivations for hooking up can also vary based on class and age.
“Differences in motivations for hooking up can also vary based on class and age.”
Quote in the paperNot a substantial claim - Premisecitation
Students of color are often limited in the number of sexual partners on college campuses due to their and other's desire for racial homophily.
“Students of color are often limited in the number of sexual partners on college campuses due to their and other’s desire for racial homophily (Allison and Risman 2017; McClintock 2010).”
Quote in the paperNot a substantial claim0 of 2 sources checked - Interpretationreasoning
It is unlikely that college students are motivated by one factor alone.
“It is unlikely that college students are motivated by one factor alone.”
Quote in the paperNot a substantial claim - Study design and conductcitation
The sampling method allowed for a wider range of participants enrolled at a single regional southern university, a population not well represented in the OCSLS.
“Instead, our sampling method allowed for a much wider range of participants enrolled at a single regional southern university, a population not well represented in the OCSLS, which has few responses outside elite ‘Research 1’ universities, or in the south (Kuperberg and Allison 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kuperberg and Allison 2018 source
- Premisecitation
Students of color may be 'pushed out' of hookup culture because they exist in the social margins of hookup culture on predominately White college campuses.
“Students of color may be ‘pushed out’ of hookup culture because they exist in the social margins of hookup culture on predominately White college campuses.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kimmel 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
Individualistic marital social contexts and marital horizons differentiated to some degree whether students ended up in abstainer groups or in hookup groups unmotivated by the college experience.
“Individualistic marital social contexts and marital horizons then to some degree differentiated whether students ended up in the abstainer groups, or in the groups of students hooking up, but unmotivated by the college experience in particular.”
Quote in the paperSubstantial claim - Interpretationown data
The rarity of hooking up 'to fit in' suggests that a simplistic notion of peer pressure does not motivate hookups.
“While hooking up “to fit in” was so rare (N = 4) that we were unable to analyze responses further, suggesting that a simplistic notion of ‘peer pressure’ does not motivate hookups”
Quote in the paperSubstantial claim - Interpretationreasoning
The study's estimates of the degree to which hookups are motivated by the college experience or by gaining sexual skills may underestimate the overall degree to which hookups are ever motivated by these concerns, because some students may satisfy those desires in earlier hookups not captured by the question.
“Specifically we expect that our estimates of the degree to which hookups are motivated by the ‘college experience’ or by gaining sexual skills may underestimate the overall degree to which hookups are ever motivated by these concerns, with some students perhaps satisfying their desire for that experience or skill development in earlier hookups not captured by our question.”
Quote in the paperNot a substantial claim - Interpretationreasoning
For students motivated by college scripts, distant marital horizons and expectations shaped by parents' experience and class position distinguish them more than the couplehood and marital status of parents and peers.
“For these students, distant marital horizons and perhaps expectations shaped by their parents’ experience and class position distinguish them more than the couplehood and marital status of parents and peers.”
Quote in the paperSubstantial claim - Study design and conductown data
Because data were collected at one university, the findings can only be generalized to that population.
“Secondly, because our data were collected at one university it can only be generalized to that population.”
Quote in the paperNot a substantial claim - Interpretationown data
This pattern may indicate that some students hook up to achieve the relationships they have seen with their parents.
“possibly hooking up to achieve the relationships that they have seen with their parents.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The limited sample size did not allow analysis of students who were not heterosexual or had gender identities outside male or female.
“This limited sample size did not allow us to analyze students who were not heterosexual, or had gender identities outside of male or female”
Quote in the paperNot a substantial claim - Study design and conductown data
The data are cross-sectional, so the study cannot determine how respondents' hookup motivations and marital intentions may change over time.
“First the data is cross-sectional, so we are not sure how respondent’s hookup motivations and marital intentions may change over time.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 55
- May combine two claims. 85
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPast research has found distinct patterns in hookups and desire for more hookup opportunities by race, age and sexual orientation.
“distinct patterns in hookups and desire for more hookup opportunities by race, age and sexual orientation (Allison and Risman 2017; Kuperberg and Padgett 2016)”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Allison and Risman 2017 source
- cites Kuperberg and Padgett 2016 source
The Results (pp. 15–16) report differences by race and sexual orientation in hookup participation and desire for more hookup opportunities. The Measures (p. 9) say age was included as a control and divided into four groups, but the available passages do not report distinct patterns by age. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPast research has found a positive association between hooking up and having an older ideal age at marriage.
“past research has found a positive association between hooking up and having an older ideal age at marriage”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Allison and Risman 2017 source
- cites Kuperberg and Padgett 2016 source
The Gender and sexual orientation section reports that students expecting to marry earlier are less likely to engage in sexually permissive behavior, and suggests that groups with earlier marriage-age norms may avoid hookups. That supports the proposed direction, but it does not report a measured positive association between hooking up and an individual's older ideal age at marriage. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationWomen typically experience more negative consequences for engaging in hookups while men receive more positive reinforcement.
“Women typically experience more negative consequences for engaging in hookups while men receive more positive reinforcement (Allison and Risman 2013; Hamilton and Armstrong 2009; Reiber and Garcia 2010).”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Allison and Risman 2013 source
- cites Hamilton and Armstrong 2009 source
- cites Reiber and Garcia 2010 source
The Discussion (page not provided) describes women facing negative psychological and emotional consequences after traumatic or regretted hookups. It also reports that men were more comfortable with hookup behaviors than women, but does not establish that men receive positive reinforcement for hooking up or measure a typical gender difference in consequences. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationMen are more likely to endorse pleasure, self-affirmation, peer conformity and goal attainment as motives for sex and hookups.
“Men are more likely to endorse pleasure, self-affirmation, peer conformity and goal attainment as motives for sex and hookups (Hatfield et al. 2010, Weitbrecht and Whitton 2020).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Hatfield et al. 2010 source
The Results of the Literature Review (p. 12) lists pleasure, self-affirmation, and peer conformity among motives men are more likely to endorse. It also lists financial and other utilitarian motives, but does not establish the broader category of goal attainment or specifically assess motives for hookups. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Weitbrecht and Whitton 2020 source
Classified as probably not a substantial claim.
PremisecitationMarital horizons theory notes that desired future transitions shape the sexual behaviors and beliefs of individuals.
“Marital horizons theory is rooted in a life course framework, and notes that desired future transitions shape the sexual behaviors and beliefs of individuals”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Carroll et al. 2007 source
The Proposed framework and Background sections discuss adherence to interventions and factors affecting implementation fidelity, not marital horizons theory. Searches for marital horizons, desired future transitions, and sexual behavior found no passage in our copy addressing the claim. (LLM, conf=0.77)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationGender differences have been found in reporting certain motivations such as sexual desire (47% men vs. 29% women), relationship desire (9% men vs. 44% women), increase in social status (27% men vs. 5% women), having fun (58% men vs. 44% women), and to fit in because their friends were doing it (23% men vs. 4% women).
“Gender differences have been found in reporting certain motivations such as sexual desire (47% men vs. 29% women), relationship desire (9% men vs. 44% women), increase in social status (27% men vs. 5% women), having fun (58% men vs. 44% women), and to fit in because their friends were doing it (23% men vs. 4% women) (Lyons et al. 2014; Regan and Dreyer 1999).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Lyons et al. 2014 source
The Results and Discussion report that men were more likely than women to endorse having fun and friends doing it as motivations. But the Results table gives mean scores, not the quoted percentages, and the Discussion reports no gender difference in relationship-focused motivations. The paper discusses greater male emphasis on social status as a finding of Regan and Dreyer (1999), rather than reporting the quoted percentages itself; page numbers are unavailable in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Regan and Dreyer 1999 source
May combine two claims.
PremisecitationBlack college women and Asian college men are more likely to desire hookup opportunities, but they are less likely to participate in them compared to their white counterparts.
“Although prior research has found that Black college women and Asian college men are more likely to desire hookup opportunities, they are less likely to participate in them compared to their white counterparts (Kuperberg and Padgett 2016).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn a mixed methods study, first year college women reported five groups of motivations including social rewards, mood and physical enhancement, conformity to social pressure, coping with negative emotions and external situations, personal qualities, and internal states.
“In a mixed methods study, first year college women reported five groups of motivations including social rewards, mood and physical enhancement, conformity to social pressure, coping with negative emotions and external situations, personal qualities, and internal states (e.g., hormones) (Kenney et al. 2013).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kenney et al. 2013 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationResearch on more broad casual sex encounters suggests that gender differences in motivations are small and not statistically significant.
“However, research on more broad casual sex encounters suggests that gender differences in motivations are small and not statistically significant (Hatfield et al. 2010; Lyons et al. 2014; Regan and Dreyer 1999).”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites Hatfield et al. 2010 source
In Results of the Literature Review (p. 13), the paper says gender differences in sexual motivations are generally small and inconsistent, and notes that both men and women primarily cite pleasure as a reason for one-night stands. It does not say that differences in motivations for casual sex are statistically insignificant; the same passage says most studies find differences. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Lyons et al. 2014 source
The Results table shows no statistically significant gender difference for five of eight measured motivations, consistent with the claim for most measures. But it reports significant differences for having sex for fun, being too young to be tied down, and doing it because friends were doing it; the Discussion likewise says there were only a few significant differences, not none. Page numbers are unavailable in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Regan and Dreyer 1999 source
May combine two claims.
PremisecitationBlack students may have fewer peers and be less likely to have parents that are married compared to white students.
“compared to white students, Black students may have fewer peers and be less likely to have parents that are married, given race-based differences in marriage rates and high rates of racial homophily (McClintock 2010; Raley et al. 2015).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites McClintock 2010 source
- cites Raley et al. 2015 source
The Abstract (page not provided) reports that a much smaller share of Black children than white children lived with both biological parents, and the paper documents a Black–white marriage gap. The section on explanations for that gap by education (page not provided) describes racially homophilous social networks. It does not establish that Black students have fewer peers, and living with both biological parents is not the same measure as having married parents. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationWomen are equally likely as men to use marijuana during or right before hookups and gender differences in alcohol and other drug use are significant but very small in magnitude.
“Women are equally likely as men to use marijuana during or right before hookups and gender differences in alcohol and other drug use are significant (with women using substances less than men) but very small in magnitude (Kuperberg and Padgett 2017).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2017 source
The Results section (page unavailable) reports marijuana use during hookups by 15% of men versus 9–10% of women, so it does not support saying they were equally likely to use it. It reports some relatively small differences in binge drinking and other-drug use, but does not establish that the gender differences in both were statistically significant and very small in magnitude. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPast research has found women are more likely to endorse motives for sex and hookups such as love, commitment, initiating or solidifying an enduring relationship, and being compliant to their partner, compared to men.
“Past research has found women are more likely to endorse motives for sex and hookups such as love, commitment, initiating or solidifying an enduring relationship, and being compliant to their partner, compared to men (Bogle 2008; Hatfield et al. 2010; Weitbrecht and Whitton 2020).”
Quote in the paperNot a substantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrior research has found differing levels of hooking up, desire for hookup opportunities, and risk taking in hookups by sexual orientations and when partners were same-sex.
“prior research has found differing levels of hooking up, desire for hookup opportunities, and risk taking in hookups by sexual orientations and when partners were same-sex (Kuperberg and Padgett 2016, 2017).”
Quote in the paperNot a substantial claim2 of 2 sources checked- cites Kuperberg and Padgett 2016 source
The Results (p. 15) find that homosexual men were more likely than heterosexual men to have hooked up, supporting differences in hookup participation by sexual orientation. The same passage says they did not differ in desire for hookup opportunities. The paper does not report risk taking during hookups or compare hookups by whether the partner was same-sex. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Kuperberg and Padgett 2017 source
The Results (page unavailable) report differences in risk taking between same-sex and other-sex hookups. The Meeting Contexts and Risky Behavior section (page unavailable) discusses differences in casual-sex rates and desire for hookups by gender, but the cited paper does not establish those differences by sexual orientation. Gender and partner sex are not interchangeable with sexual orientation. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWomen who wish they had more opportunities to form long term relationships are more likely to have hooked up in the past.
“Women who wish they had more opportunities to form long term relationships are also more likely to have hooked up in the past; although it is unclear if this desire to form relationships preceded or were a result of that hookup experience (Kuperberg and Padgett 2016).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
May combine two claims.
PremisecitationNearly half of college hookups involve binge drinking during or right before the encounter, and over 1 in 10 include marijuana consumption.
“nearly half of college hookups involve binge drinking during or right before the encounter, and over 1 in 10 included marijuana consumption”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2017 source
May combine two claims.
PremisecitationWhite college students are more likely to use hookups to secure romantic relationships while also hooking up for fun and excitement.
“White college students are more likely to use hookups to secure romantic relationships while also hooking up for fun and excitement, which Uecker, Pearce, and Andercheck (2015) interpret to mean that for white students hookups have become a regular part of the college script.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Uecker et al. 2015 source
May combine two claims.
Study design and conductcitationOnly a few participants (n = 11) were not heterosexual; since this group is too small to analyze separately and patterns of hookup participation and behavior for heterosexual students differ from those who have other sexual identities, we exclude these 11 students from analyses.
“Only a few participants (n = 11) were not heterosexual; since this group is too small to analyze separately and patterns of hookup participation and behavior for heterosexual students differ from those who have other sexual identities (Kuperberg and Padgett 2016), we exclude these 11 students from analyses.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationThe limited research on motivations for hooking up and casual sex has typically focused on psychological motivations, and there is little research on how these motivations cluster together, or how motivations may vary by marital horizons, marital contexts, and demographic characteristics.
“The limited research on motivations for hooking up and casual sex has typically focused on psychological motivations, and there is little research on how these motivations cluster together, or how motivations may vary by marital horizons, marital contexts, and demographic characteristics (Garcia and Reiber 2008; Li and Kenrick 2006; Lyons et al. 2014; Regan and Dreyer 1999).”
Quote in the paperSubstantial claim1 of 3 sources checkedClassified as probably not a substantial claim.
PremisecitationUecker et al. (2015) suggests that there may be complex sets or groups of motivations that are not being explained by the previous analytical approaches used in prior studies.
“Uecker et al. (2015) suggests that there may be complex sets or groups of motivations that are not being explained by the previous analytical approaches used in prior studies.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Uecker et al. 2015 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationKuperberg and Padgett (2016) found hookups were most common among those who occasionally attended religious services and least common among those who regularly attended religious services; those who never attended services were in between.
“Kuperberg and Padgett (2016) found hookups were most common among those who occasionally attended religious services and least common among those who regularly attended religious services; those who never attended services were in between.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
The Results and Discussion report that men who occasionally attended services hooked up more often than nonattenders, while women who attended at least monthly were least likely to have hooked up. They do not establish the claimed ordering for students overall: occasional attendance did not raise women's hookup rates, and frequent-attending men had rates equal to nonattenders. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe thrill seeking and experimentation motivations may begin to decrease as college students age.
“The thrill seeking and experimentation motivations may begin to decrease as college students age (Uecker et al. 2015).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Uecker et al. 2015 source
The section ‘Variation in Motivations by Social Characteristics’ (page unavailable) proposes that the thrill of hooking up may diminish over students’ college careers, reducing thrill-seeking motivations. The paper does not say that experimentation motivations also decrease as students age. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationMany first-year college students conform to social norms and may hookup to fit in or because their friends are doing it in order to receive peer approval.
“Also, many first-year college students conform to social norms and may hookup to fit in or because their friends are doing it in order to receive peer approval (Uecker et al. 2015).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Uecker et al. 2015 source
In “Variation in Motivations by Social Characteristics” (page unavailable), the paper suggests that first-year students may be especially motivated by peer approval. “Motivations for Hooking Up” (page unavailable) also says some students may hook up to fit in or conform to perceived norms. It does not establish that many first-year students do so, or specifically that they hook up because their friends are doing it. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSome limited research found Black and Hispanic students were more likely than White students to hookup because they wanted to have sex.
“Some limited research found Black and Hispanic students were more likely than White students to hookup because they wanted to have sex (Uecker et al. 2015).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Uecker et al. 2015 source
May combine two claims.
InterpretationcitationThis racial pattern may reflect racial differences in marriage rates and racial homophily in friendships.
“which may reflect racial differences in marriage rates and racial homophily in friendships (McClintock 2010; Raley et al. 2015).”
Quote in the paperNot a substantial claim1 of 2 sources checkedMay combine two claims.
Interpretationown dataStudents appear to have similar motivations for hookups when they do hook up regardless of race; racial differences in hookup rates found by prior research may instead be shaped by difficulties finding partners rather than differences in underlying motivations.
“Results suggest students have similar motivations for hookups when they do hookup regardless of race; racial differences in hookup rates found by prior research may instead be shaped by difficulties finding partners rather than differences in underlying motivations (Kuperberg and Padgett 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationHookups are now as common as dating on campus, with the majority of students hooking up at least once before graduation.
“hookups are now as common as dating on campus, with the majority of students hooking up at least once before graduation (Kuperberg and Padgett 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kuperberg and Padgett 2016 source
May combine two claims.
Findingown dataThere were no significant gender differences in reporting being motivated by drug or alcohol use, desiring to form a relationship with the partner, or being unsure about motivations.
“There were no significant gender differences in reporting being motivated by drug or alcohol use, desiring to form a relationship with their partner, or being unsure about motivations.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataOnly 3.5% (N=4) reported hooking up to 'fit in', and this category was excluded from further analysis due to the small number of affirmative responses.
“Only 3.5% (N = 4) reported hooking up to “fit in;” we exclude this category from further analysis due to the small number of affirmative responses.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataThose who had hooked up were significantly less likely to have coupled parents than those who had not; no other demographic differences were significant in a simple Chi-square analysis.
“Those who hooked up were significantly less likely to have coupled parents compared to those who had not; there were no other significant differences in demographic characteristics between those that had engaged in a hookup and those that had not in a simple Chi-square analysis.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe older abstainers class comprised almost 18% of students, all of whom had never hooked up and were over age 21.
“The first class we call the older abstainers group and comprised almost 18% of students. 100% of participants in this class had never hooked up and were over the age of 21.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataIn the sample, 36.1% (N=65) had never hooked up, while 63.9% (N=115) had hooked up.
“Over a third of participants reported that they had never hooked up before (N = 65; 36.1%) while 63.9% (N = 115) reported having hooked up.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe college script class was more likely than any other class to report hooking up because it is part of the college experience (.75), to improve sex skills (.47), and for self-confidence (.31), and about 1 in 5 (.19) were also motivated by drug and alcohol use.
“People in this group were also more likely than any other class to report hooking up because it is a part of the college experience (.75), to improve their sex skills (.47), self-confidence (.31) and about 1 in 5 (.19) were also motivated by drug and alcohol use.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataParticipants with coupled parents were more likely to report hooking up because they desired a relationship, or to not hook up at all.
“Participants who had parents that were coupled were more likely to report hooking up because they desired a relationship, or to not hookup at all”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataWomen were less likely than men to report hooking up to improve sex skills or self-confidence, or because it is part of the college experience.
“women were less likely than men to report hooking up to improve sex skills or self-confidence, or because it’s a part of the ‘college experience’.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataThe pleasure pathway class had the most Black students (.38), the second lowest group of males (.11), and was religious (.68).
“This class had the most Black students (.38) and the second lowest group of males (.11). They were religious (.68)”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe relationship seekers class was likely to have married friends (.65) and was least likely to have a mother with a college degree (.27).
“They were likely to have friends that were married (.65) although not as many as the older abstainers (.72). They were least likely to have a mother with a college degree (.27).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe young abstainers class had the highest rates of coupled parents of any class (.79) and a relatively low level of mothers with a college degree (.27).
“They had the highest rates of coupled parents of any class (.79) and had a relatively low level of mothers with a college degree (.27).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe college script class was the smallest group at just under 12% of students, around 23% of those who had hooked up, and 100% of participants in this group reported sexual pleasure as their hookup motivation.
“The fifth class is the college script class and was the smallest group at just under 12% of students, around 23% of those who had hooked up. In this group, 100% of participants reported sexual pleasure as their hookup motivation.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe pleasure pathway class was more likely to be ages 19-20 (.71) compared to other groups, with none over the age of 21.
“were more likely to be ages 19–20 (.71) compared to other groups, with none over the age of 21.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe LCA found that relationship motivation was more common among older students, those who desired an early age marriage, and those whose mothers did not attend college.
“the latter of which our LCA found is more commonly a motivation among older students, those who desire an early at age marriage, and those whose mothers did not attend college themselves.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe college script class was more likely to be male (.67), especially likely to have college educated mothers (.64), and had a desire to get married at an older age (.54) compared to other groups.
“This group was also more likely to be male (.67) and especially likely to have college educated mothers (.64) and a desire to get married at an older age (.54) when compared to other groups (Table 3).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe relationship seekers class made up about 20% of respondents, was motivated by relationships more than any other class (.46), and was least likely to be motivated by pleasure compared to other classes that hooked up (.48).
“The third class is the relationship seekers class, making up about 20% of respondents. This class was motivated by relationships more than any other class (.46) and least likely to be motivated by pleasure compared to other classes that hooked up (.48).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataAmong younger students not motivated by the college experience, those in the pleasure pathways class had a relatively low ideal age at marriage, but were least likely to have married friends or coupled parents among all groups.
“Among younger students not motivated by the college experience, those in the pleasure pathways class had a relatively low ideal age at marriage, but were least likely to have married friends or coupled parents among all groups.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataReligiosity was related to a higher probability of hooking up to gain the college experience while not being tied to overall probability of having hooked up.
“Religiosity was surprisingly related to a higher probability of hooking up in order to gain the ‘college experience’ while not being tied to overall probability of having hooked up.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataThe relationship seekers class was not motivated at all by getting the college experience and had the lowest likelihood of being motivated by drug or alcohol use (.11).
“They also were not motivated at all by getting the college experience, and had the lowest likelihood of being motivated by drug or alcohol use (.11)”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe pleasure pathway class was least likely to report coupled parents (.56) and married friends (.28), but had a relatively low ideal age at marriage, with only .37 wanting to marry at 25 or older.
“This group was least likely to report coupled parents (.56) and married friends (.28) but had a relatively low ideal age at marriage, with only .37 wanting to marry at 25 or older.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe young abstainers class comprised another 18% of students, and 100% of them had never hooked up.
“The second class is the young abstainers who comprised another 18% of students. Like the first class, 100% of participants had never hooked up.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataStudents are most commonly driven by pleasure, with two-thirds of the sample of those who hooked up choosing this motivation.
“students are most commonly driven by pleasure, with two-thirds of our sample of those that hooked up choosing this motivation.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataThe relationship seekers class was most likely to be White (.71), and 100% were over the age of 21.
“They were most likely to be White (.71) and, like the first class of abstainers, 100% were over the age of 21.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe older abstainers class was mostly White (.62), most likely to have married friends (.72), had a high probability of coupled parents (.72), was only 6% male, and was fairly religious (.66).
“This class was mostly White (.62). They were the class most likely to have married friends (.72) and had a high probability of having parents that were coupled (.72). Only 6% of this class was male. They were fairly religious (.66) although not unusually so.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataOlder students in the relationship seeker group had a lower rate of having married friends or partnered parents, and an average older ideal age at marriage compared to the similarly aged older abstainer group.
“Older students in the relationship seeker group had a lower rate of having married friends or partnered parents, and an average older ideal age at marriage compared to the similarly aged older abstainer group.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataIn regression models, ideal age at marriage was not a strong predictor of differences among abstainers and those in the relationship seeker or pleasure pathway groups, but was oldest among those motivated by college scripts.
“In our regression models ideal age at marriage was not a strong predictor of differences among the abstainers and those in the relationship seeker or pleasure pathway groups, but was oldest among those motivated by college scripts.”
Quote in the paperNot a substantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataThe pleasure pathway class was the largest class, comprising 32% of students, was motivated by relationships less than the relationship desire group (.30) but more than the college script class, and hooked up because of pleasure (.62).
“The fourth class is the pleasure pathway class. The largest class, comprising 32% of students, was motivated by relationships less than the relationship desire group (.30) but more than the college script class. They hooked up because of pleasure (.62)”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataBlack and White respondents were both common in the college scripts class, indicating fewer racial differences in whether students are motivated by these social scripts.
“However Black and White respondents were both common in the “college scripts” class, indicating fewer racial differences in whether students are motivated by these social scripts.”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataRomantic relationship formation, substance use, and the college experience also appear as common motivators, with the latter two associated with college scripts.
“Romantic relationship formation, substance use and the college experience also appear as common motivators, the latter two both associated with college scripts.”
Quote in the paperSubstantial claim- Rests on an assumption: Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
- Rests on an assumption: The ten response options adequately capture the relevant motivations for hooking up.
May combine two claims.
Findingown dataIn the LCA, White respondents were more likely to be relationship seekers, a class that was older and included respondents most likely to have married friends.
“Some racial differences did emerge in the LCA; White respondents were more likely to be relationship seekers, a class which was older and included respondents most likely to have married friends”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe young abstainers class was more racially diverse, with more Black students (.30) and the largest group of students of other races (.27).
“Unlike the first class, the young abstainers were more racially diverse, with more Black students (.30) and the largest group of students of other races (.27).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThose motivated by college scripts showed more typical rates of having married friends or coupled parents, but had higher ideal ages at marriage and were more likely to have a college educated mother.
“Those motivated by college scripts on the other hand showed more typical rates of having married friends or coupled parents, but had higher ideal ages at marriage and were more likely to have a college educated mother.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataWomen were more likely to be in the abstainer classes and in relationship-motivated classes (relationship seekers and pleasure pathway), although they were not more likely to report relationship motivation in regressions.
“Women were more likely to be in the classes that abstain, and in classes motivated by relationships (the relationship seekers and pleasure pathway class) although they were not more likely to report being motivated by relationships in regressions.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
May combine two claims.
Findingown dataThe pleasure pathway class was most likely to report being unsure why they hooked up (.19), was not highly motivated by the college experience (.02) or gaining sexual skills (.00).
“and were most likely to report that they were unsure why they hooked up (.19). This group was also motivated by relationship desire (.30) but not highly motivated by the college experience (.02) or gaining sexual skills (.00).”
Quote in the paperNot a substantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
Classified as probably not a substantial claim.
Premisenone givenThe extent to which getting the college experience directly motivates hookup behavior has not been examined.
“the extent to which getting “the college experience” directly motivates hookup behavior has not been examined.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisereasoningWhat motivates college students to participate in hookups is not clear.
“what motivates college students to participate in hookups is not clear”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPrior research has examined differences in hookup motivations by gender but not by other factors.
“differences by gender, but not exploring whether students differ in hookup motivations by other factors”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Weitbrecht and Whitton 2020 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHookups have increasingly become an expected part of the college experience.
“with ‘hookups’ increasingly becoming an expected part of the ‘college experience’ (Bogle 2008; Wade 2017)”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Bogle 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Wade 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
Premisenone givenOnly limited research has examined whether certain hookup motivations cluster together.
“only limited research has examined whether certain motivations may “cluster” together.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationWorking class students typically already take on adult roles and are more likely to be in committed relationships and marry earlier than their more privileged counterparts.
“Working class students typically already take on adult roles and are more likely to be in committed relationships and marry earlier than their more privileged counterparts when they do marry”
Quote in the paperNot a substantial claim0 of 3 sources checkedMay combine two claims.
Premisenone givenRace shapes hookup participation, and students of color may have distinct motivations for hooking up.
“Race also shapes hookup participation, and students of color may have distinct motivations for hooking up.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTownsend et al. (2020) found that college students who engaged in casual sex for autonomous motives had more casual sex partners, and non-autonomous motives were associated with negative psychological well-being.
“a recent study found that college students who engaged in casual sex for autonomous motives (e.g. for fun, to explore their sexuality, to have an important experience) had more casual sex partners, and that non-autonomous motives were associated with negative psychological well-being (e.g. depression and self-esteem) (Townsend et al. 2020)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Townsend et al. 2020 source
May combine two claims.
PremisecitationMen may choose to hookup or engage in casual sex to fit in with other students, conform to the hookup scripts on their campus, sexually experiment, and increase their social status.
“Men may also choose to hookup or engage in casual sex to fit in with other students, conform to the hookup scripts on their campus, sexually experiment, and increase their social status (Garcia and Reiber 2008; Regan and Dreyer 1999; Weitbrecht and Whitton 2020).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationWeitbrecht and Whitton (2020) found the most common hookup motivations were physical pleasure, feeling attractive, substance use, romantic relationship formation, lack of long term commitments, sexual experimentation, and gaining sexual experience.
“Weitbrecht and Whitton (2020) examined motivations for college hookups, finding the most common were physical pleasure, followed by feeling attractive, substance use, romantic relationship formation, lack of long term commitments, sexual experimentation, and gaining sexual experience.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Weitbrecht and Whitton 2020 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationRegan and Dreyer (1999) found over 32 motivations for casual sex grouped into five general motive categories.
“Regan and Dreyer (1999) found over 32 motivations for casual sex that they grouped into five general motive categories: personal intra-individual motivations, social-environmental motivations, physical-environmental motivations, interpersonal motivations, and other motivations.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Regan and Dreyer 1999 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMotivations are linked to differences in outcomes.
“since motivations are linked to differences in outcomes (Vrangalova 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Vrangalova 2015 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHooking up has been conceptualized as a placeholder for serious relationships and marriage while college students pursue education, career and personal development.
“hooking up has also been conceptualized as a “placeholder” for serious relationships and marriage while college students pursue education, career and personal development opportunities”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationNot all college students embrace the hookup scripts, and ideal age of first marriage may be less strongly related to hookups for students who are socially excluded from hookup culture.
“not all college students embrace the hookup scripts, and ideal age of first marriage may be less strongly related to hookups for students who are socially excluded from hookup culture (Allison and Risman 2017)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Allison and Risman 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationGender differences in hookup motivations are often explained by social learning theories.
“Gender differences in hookup motivations are often explained by social learning theories, which suggest that the differences in motivations are shaped by the reinforcements and punishments associated with these behaviors (Mischel 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Mischel 2015
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHookup participation and motivations may be shaped by social location.
“Hookup participation and motivations may also be shaped by social location; that is, membership in social groups, which can in turn shape social scripts, social expectations and social contexts (Dugger 1988).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dugger 1988 source
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenOlder students may have a higher likelihood of having married peers.
“Older students may have a higher likelihood of having married peers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
PremisereasoningThe marital status of parents and close peers may shape the beliefs and scripts of college students by setting expectations for marital behavior.
“The marital status of parents and close peers may also shape the beliefs and scripts of college students by setting expectations for marital behavior which inform their sexual behaviors”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationGarcia and Reiber (2008) found that 89% of students were motivated by physical pleasure, 54% by emotional reasons, 8% by other people doing it, 4% by friends pressure, 33% by alcohol/drugs, and 51% by wanting to form a relationship.
“In a quantitative study asking about general motivations to hookup 89% of students were motivated by physical pleasure, 54% cited “emotional reasons”, 8% were motivated by other people doing it, 4% indicated their friends pressure them to hookup, 33% reported the hookup was due to alcohol and other drugs, while 51% wanted to form a relationship (Garcia and Reiber 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Garcia and Reiber 2008 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationQualitative research argues that hookups are increasingly an expected part of the college experience.
“Qualitative research argues that hookups are increasingly an expected part of the college experience (Wade 2017)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wade 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThere were more females (N = 148; 82.2%) than males (N = 32, 17.8%) in the sample; this gender imbalance is a result of both the gender composition of the university, which was 65.4% female during the semester in which data were collected, and the higher response rate of women.
“There were more females (N = 148; 82.2%) than males (N = 32, 17.8%) in the sample; this gender imbalance is a result of both the gender composition of the university, which was 65.4% female during the semester in which data were collected, and the higher response rate of women, which is common in surveys (Laguilles et al. 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Laguilles et al. 2011 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataA total of 280 college students participated in the study for a response rate of 28%.
“A total of 280 college students participated in the study for a response rate of 28%, although 26 participants did not provide information on whether or not they had hooked up and were excluded from the sample.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPenhollow et al. (2007) found religious feelings and regular attendance were associated with fewer hookups and lower likelihoods of participating in sexual intercourse during a hookup.
“Penhollow et al. (2007) found religious feelings and regular attendance were associated with fewer hookups and lower likelihoods of participating in sexual intercourse during a hookup.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Penhollow et al. 2007 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningSome students were married by the time of the survey (N = 7) but we retain them in the sample because the question about motivation asked about most recent hookups, which can include pre-marriage hookups for these students.
“Some students were married by the time of the survey (N = 7) but we retain them in the sample because the question about motivation asked about most recent hookups, which can include pre-marriage hookups for these students.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationAs students age they have more pressure to find a romantic partner so they may desire to hookup in order to settle down and form a relationship with someone.
“As students age they have more pressure to find a romantic partner so they may desire to hookup in order to settle down and form a relationship with someone (Owen et al. 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Owen et al. 2010 source
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Premisenone givenStudents are constantly navigating multiple schema that encourage or discourage sexual behaviors.
“Students are constantly navigating multiple schema that encourage or discourage sexual behaviors.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisenone givenReligiosity shapes an individual's sexual scripts and adherence to hookup scripts on college campuses, as well as their ideal age at marriage and the marital status of their peers.
“Religiosity is a factor that shapes an individuals’ sexual scripts and adherence to hookup scripts on college campuses, as well as their ideal age at marriage and the marital status of their peers.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataA survey was sent to a random sample of 1000 undergraduate students enrolled at the University.
“A survey was sent to a random sample of 1000 undergraduate students enrolled at the University, with emails obtained from the university’s Office of Institutional Research.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationPeople who are religious may be motivated by their desire for a relationship more than those who are not religious, in part because religiosity is associated with a younger desired age at marriage.
“People who are religious may be motivated by their desire for a relationship more than those who are not religious, in part because religiosity is associated with a younger desired age at marriage (Fuller et al. 2015).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fuller et al. 2015 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisenone givenLittle research has examined religiosity and motivations for hooking up.
“To date there has been little research that has examined religiosity and motivations for hooking up.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Premisenone givenClass background is often measured by whether or not a mother has a college degree, which may also directly influence expectations for college directly if students hear stories of college experimentation from their parents.
“Class background is often measured by whether or not a mother has a college degree, which may also directly influence expectations for college directly if students hear stories of college experimentation from their parents.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBeing able to participate in hookup culture and perceiving college as an 'experience' is often viewed as a privileged activity that working class students do not have.
“Being able to participate in hookup culture and perceiving college as an “experience” is often viewed as a privileged activity that working class students do not have (Armstrong and Hamilton 2013; Kuperberg and Allison 2018).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBlack men reportedly felt they would be judged negatively for participating in hooking up as a result of their visibly rare presence on campus.
“Black men reportedly felt they would be judged negatively for participating in hooking up as a result of their visibly rare presence on campus (Kimmel 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kimmel 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataThe latent class analysis selected a five-class model based on fit statistics and labeled the classes older abstainers, young abstainers, relationship seekers, pleasure pathway, and college script.
“Based on these fit statistics we chose the five class model and labeled the classes: older abstainers, young abstainers, relationship seekers, pleasure pathway, and college script.”
Quote in the paperSubstantial claim- Rests on an assumption: The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationTraditionally aged first-year college students often enjoy the excitement that comes with new opportunities for sexual exploration as they explore their newfound freedom from parents.
“Traditionally aged first-year college students often enjoy the excitement that comes with new opportunities for sexual exploration as they explore their newfound freedom from parents (Bogle 2008).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bogle 2008
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe response rate of 28% is typical for online surveys.
“This response rate is typical for online surveys; response rates under 40% are typical in web surveys that utilize incentives, and many have closer to a 20% response rate, with women often more likely to respond (Laguilles et al. 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Laguilles et al. 2011 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe study was approved by the Institutional Review Board at the host institution.
“This study was approved by the Institutional Review Board at the host institution.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationFindings on the relationship between religiosity and hookup behaviors have been mixed.
“Findings on the relationship between religiosity and hookup behaviors have been mixed.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningMother's education also serves as an indicator of class background, shaping expectations of marital horizons and college experimentation.
“Mother’s education also serves as an indicator of class background, shaping expectations of marital horizons and college experimentation.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningHaving a parent with a college education may shape expectations of college sexual behavior through parental stories and through greater likelihood of college-educated peers and older siblings.
“Having parents with a college education may shape expectations of college sexual behavior, both because of parental stories of their own college sexual and romantic experiences, and because those with a parent with a college education are more likely to have college educated peers and older siblings”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe study was limited in sample size due to limited funding and was collected at a single university; larger surveys at a wider range of colleges should be collected.
“Our study was limited in sample size due to limited funding to conduct this survey and was only collected at a single university; larger surveys should be collected, examining this issue at a wider range of colleges.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataHookups are, at least for some, directly motivated by the unique social expectations and sexual scripts associated with college, making college hookups unique among sexual encounters.
“Hookups are then, at least for some, directly motivated by the unique social expectations and sexual scripts associated with college, making college hookups unique among sexual encounters”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe data were collected in 2012, which must be taken into account when applying the findings.
“Finally, this data was collected in 2012 which must be taken into account when applying the study findings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationcitationBecause sexual relationships and social scripts in college have changed and may continue to change, hookup motivations may change as well.
“As sexual relationships and social scripts in college have changed and may continue to change in light of social changes such as the rise of dating and hookup apps (Kuperberg and Allison 2018), and due to Covid-19, hookup motivations may change as well.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Kuperberg and Allison 2018 source
May combine two claims.
Interpretationown dataAlthough the college experience is a unique motivator of college hookups that distinguishes them from other casual sexual encounters and has public health implications, findings suggest college hookups are more commonly motivated by other concerns.
“While the ‘college experience’ is a unique motivator of the college hookup that distinguishes it from other casual sexual encounters, and has important public health implications, findings suggest that college hookups are more commonly motivated by other concerns.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe study's results indicate that prior research focused on individualistic psychological motivations has missed important social contextual factors that motivate hookups, and that these motivations vary by social location, marital social context, and marital horizons.
“Results demonstrate that prior studies focused on individualistic psychological motivations have missed important social contextual factors motivating hookups, and that these motivations in turn vary by social characteristics including social location, individualistic marital social context, and marital horizons.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataSocial scripts shaped students' hookup experiences and motivations by shaping expectations of the college experience and encouraging intoxication in settings that may lead to hookups.
“social scripts more broadly shaped student’s hookup experiences and motivations by shaping expectations of what constitutes the ‘college experience,’ and by encouraging intoxication in settings that may lead to hookups.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataFor students in these clusters, who were disproportionately men, engaging in the normative college experience of casual sex is seen as a pathway to improve self-image and gain skills for future relationships.
“To students in these clusters, which we found were disproportionately men, engaging in what they believe to be the normative college experience of casual sexual encounters is seen as a pathway to improve their self-image and perhaps gain skills they will use when they are forming future sexual or more longer lasting romantic relationships”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe study suggests that social contexts, social scripts, and social location are important factors in examining sexual and other risk-taking behavior, both in shaping motivations and in shaping selection into those motivations.
“our research suggests that social contexts, social scripts and social location are important factors to take into account when examining sexual and other risk-taking behavior, both in terms of shaping motivations themselves, and in shaping selection into those motivations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationEach university has its own unique sexual scripts and hookup culture, and scripts also vary by school type.
“Each university has its own unique sexual scripts and hookup culture, and scripts also vary by school type (Pham 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Pham 2019 source
May combine two claims.
Interpretationown dataMotivations related to college expectations were not the most common; sexual pleasure and romantic relationship formation were more common.
“motivations related to college expectations were not the most common motivations, with these including sexual pleasure and romantic relationship formation.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataAbout one in six students reported being motivated by hookups being part of the college experience or by alcohol or drug consumption, and almost 12% of students-almost one-fourth of those who hooked up-were in the college scripts class.
“Yet, about one in six students reported motivated by hookups being part of the college experience, or due to alcohol or drug consumption, and almost 12% of students, almost one-fourth of students who hooked up, were part of the ‘college scripts’ class of hookup motivations.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningThe survey asked only about motivation for the last hookup rather than hookup motivations in general, so results may differ from a study looking at general motivations.
“Questions only asked about last hookup motivation rather than motivations of hookup in general; while this may be an advantage in making the question more concrete for students, results may differ from a study looking at motivations for hooking up more generally.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThe survey instrument included only nine motivations, and numerous motivations examined in the literature were not included.
“Third, our survey instrument only included nine motivations, and numerous motivations examined in the literature were not included.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThose with fewer college-educated peers may have fewer expectations of sexual experimentation in college and may be more focused on improving their economic position; those whose parents did not have a college degree were found more commonly in the relationship seeker class.
“Those with fewer peers who are college educated may have fewer expectations of sexual experimentation in college, and may be more focused on improving their economic position while in college; those whose parents did not have a college degree were found more commonly in the relationship seeker class.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
InterpretationreasoningStudents who grew up religious may have grown up in a more restrictive sexual environment and may see college as a time to break free of these norms before perhaps marrying at a younger age.
“Students who grew up religious may have grown up in a more restrictive sexual environment and perhaps see college as a time to break free of these norms before perhaps marrying at a younger age.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationown dataThe study's findings suggest it is important to incorporate pleasure into future research on college students, which has typically focused on reducing sexual risk behaviors and negative hookup outcomes.
“Research on college students has typically focused on reducing sexual risk behaviors and examined negative outcomes related to hookups; our findings suggest it is important to incorporate pleasure into future research.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Participants' reports of their motivations for their last hookup accurately reflect their actual motivations.
“Thinking about your last hookup experience, what motivated you to hookup with that person? (check all that apply)”
The paper relies on this without support.
The ten response options adequately capture the relevant motivations for hooking up.
“There were ten response options: sexual pleasure, to improve my sex skills, hoped to form a romantic relationship with that person, it’s part of the “college experience”, my friends are hooking up and I wanted to fit in, to build my self-confidence, I didn’t intend to but I was under the influence of drugs or alcohol, not sure, other, and I have never hooked up with someone before.”
The paper relies on this without support.
The latent classes identified by the LCA correspond to real groups of students rather than being artifacts of the analysis.
“LCA produces categorical classes and results are presented as the predicted probability that a participant was a member of that specific class.”
The paper relies on this without support.
The race and gender categories used in the survey and recoding are valid and meaningful for the analysis.
“Participants were asked to check what race/ethnicity they consider themselves, with responses mutually exclusive.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Sample share of hooked-up students conflicts with class-share phrasing
MajorThe paper says 115 students had hooked up and also that the college script class was around 23% of those who had hooked up. But 23% of 115 is about 26 students, which is not obviously compatible with the earlier statement that the class was just under 12% of students unless the denominators are carefully distinguished; the prose does not do that consistently.
“The fifth class is the college script class and was the smallest group at just under 12% of students, around 23% of those who had hooked up.”
“63.9% (N = 115) reported having hooked up.”
Discussion reverses the reported gender difference in pleasure motivation
MajorThe results report significantly higher odds of citing pleasure among men, whereas the discussion says men and women cited it equally.
“male students were significantly more likely than female students to report hooking up for pleasure (OR = 3.56, 95% CI [1.04–12.15], p = .04)”
“Logistic regressions revealed that sexual pleasure, the most common motivation, was equally cited as motivations for their last hookup by both men and women.”
Abstract and results disagree about married friends as a predictor
MajorThe abstract lists friends' marital status as a significant predictor of hookup motivations, but the results say having married friends had no significant association with motivation in the regressions.
“Significant predictors of hookup motivations include gender, mother’s education, religiosity, parent’s coupled status, and friends’ marital status”
“There were no significant associations between ideal age of marriage, or having married friends and hookup motivation or experience in regressions”
The stated best-fitting model differs from the selected model
MajorThe results identify the four-class model as the best fit, but then say the five-class model was selected based on those fit statistics. The reported AIC and BIC values also do not identify the four-class model as the lowest on either criterion.
“the model with the best fit for each analyses was a four class model based on lower Akaike’s information criterion (AIC) and Bayesian information criterion (BIC).”
“The goodness of fit statistics for the three class LCA model were AIC = 3610.78, BIC = 3805.55, the four class model had an AIC = 3587.44 and BIC = 3852.45, the five class model had an AIC = 3526.38, BIC = 3808.36 and the six class model had an AIC = 3515.73 and BIC = 3911.66. Based on these fit statistics we chose the five class model”
LCA class count conflicts with the number of classes described
MinorOne passage says the latent class solution had five distinct classes, while another says the best-fitting model was a four-class model. These statements cannot both be true as written.
“Results of a latent class analyses showed five distinct classes of social hookup motivations: older and younger abstainers, relationship seekers, pleasure pathway, and college scripts.”
“based on lower Akaike’s information criterion (AIC) and Bayesian information criterion (BIC).”
Five-class model versus four-class model
MinorThe Results section explicitly says the best fit was a four-class model, but the next sentence says the five-class model was chosen. That is an internal contradiction in the model-selection description.
“the model with the best fit for each analyses was a four class model based on lower Akaike’s information criterion (AIC) and Bayesian information criterion (BIC).”
“Based on these fit statistics we chose the five class model and labeled the classes: older abstainers, young abstainers, relationship seekers, pleasure pathway, and college script.”
Cites
A conceptual framework for implementation fidelity
Carroll, C., Patterson, M., Wood, S., Booth, A., Rick, J., & Balain, S. (2007) · Implementation Science · doi:10.1186/1748-5908-2-40 · Cited by 2,559 · see citing works
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Latent Class and Latent Transition Analysis
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Guyland: The Perilous World Where Boys Become Men (review)
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Sexual Hookup Culture: A Review
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Hooking up: sex, dating, and relationships on campus
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Gendered Sexuality in Young Adulthood: Double Binds and Flawed Options
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“Hooking Up” Among College Students: Demographic and Psychosocial Correlates
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The Growing Racial and Ethnic Divide in U.S. Marriage Patterns
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Risk Factors and Consequences of Unwanted Sex Among University Students
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Degrees of inequality: culture, class, and gender in American higher education
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Early Marriage in the United States
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Sexual Script Theory: Past, Present, and Future
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Hooking Up Sex, Dating, and Relationships on Campus
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Guyland: The Perilous World Where Boys Become Men
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When Does Race Matter? Race, Sex, and Dating at an Elite University
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Hooking up: Gender Differences, Evolution, and Pluralistic Ignorance
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“Marriage Is More Than Being Together”: The Meaning of Marriage for Young Adults
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SOCIAL LOCATION AND GENDER-ROLE ATTITUDES: A Comparison of Black and White Women
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Hooking Up: Sex, Dating, and Relationships on Campus
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“Results suggest students have similar motivations for hookups when they do hookup regardless of race; racial differences in hookup rates found by prior research may instead be shaped by difficulties finding partners rather than differences in underlying motivations (Kuperberg and Padgett 2016).”
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HOOKING UP: Hot Hetero Sex or the New Numb Normative?
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College as Context: Influences on Interpersonal Sexual Scripts
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Sexual Motives: Cultural, Evolutionary, and Social Psychological Perspectives
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Relationship between Religiosity and “Hooking Up” Behavior
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Partner Meeting Contexts and Risky Behavior in College Students’ Other-Sex and Same-Sex Hookups
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Self-citationUS Black college women’s sexual health in hookup culture: intersections of race and gender
Hall, W. J., & Tanner, A. E. (2016) · Culture Health & Sexuality · doi:10.1080/13691058.2016.1183046 · Cited by 40 · see citing works
Enthusiasts, Delayers, and the Ambiguous Middle
Willoughby, B. J., & Hall, S. S. (2014) · Emerging Adulthood · doi:10.1177/2167696814548478 · Cited by 39 · see citing works
Heterosexual College Students Who Hookup with Same-Sex Partners
Kuperberg, A., & Walker, A. M. (2018) · Archives of Sexual Behavior · doi:10.1007/s10508-018-1194-7 · Cited by 35 · see citing works
Self-citationThe Four U’s: Latent Classes of Hookup Motivations among College Students
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Associations Between Motives for Casual Sex, Depression, Self-Esteem, and Sexual Victimization
Townsend, J. M., Jonason, P. K., & Wasserman, T. H. (2020) · Archives of Sexual Behavior · doi:10.1007/s10508-019-01482-3 · Cited by 29 · see citing works
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Marriage Delay, Time to Play? Marital Horizons and Hooking Up in College
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Pham, J. M. (2019) · Sociological Forum · doi:10.1111/socf.12489 · Cited by 15 · see citing works
LCA Stata plugin (version 1.2) users' guide
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Unlikely Optimists, Skeptics, and Believers
Halpern‐Meekin, S. (2012) · Journal of Adolescent Research · doi:10.1177/0743558411432634 · Cited by 13 · see citing works
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Self-citationWomen’s Education and their Likelihood of Marriage: A Historic Reversal
Bearak, J., & England, P. (2015) · Cited by 5 · see citing works
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Pathways and Patterns of Entrance into BDSM
Walker, A. M., & Kuperberg, A. (2022) · Archives of Sexual Behavior · doi:10.1007/s10508-021-02154-x · Cited by 36 · see citing works
Self-citationA critical review of sociological research on sexual pleasure
Regan, H. (2024) · Sociology Compass · doi:10.1111/soc4.13205 · Cited by 18 · see citing works
The psychology of romantic relationships: motivations and mate preferences
Tartakovsky, E. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1273607 · Cited by 18 · see citing works
Caring, Chemistry, and Orgasms: Components of Great Sexual Experiences
Walker, A. M., & Lutmer, A. (2023) · Sexuality & Culture · doi:10.1007/s12119-023-10087-x · Cited by 14 · see citing works
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Faking Orgasm: Relationship to Orgasmic Problems and Relationship Type in Heterosexual Women
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Queering Hookup Motives in a Diverse Sample of LGBTQ+ Young Adults
Snapp, S. D., Ching, T. H. W., Miranda-Ramirez, M. A., Gallik, C. L., Duenaz, U., & Watson, R. J. (2023) · The Journal of Sex Research · doi:10.1080/00224499.2023.2183175 · Cited by 8 · see citing works
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Condom use in casual sexual relationship scripts
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Priložnostni spolni odnosi z vidika psihologije: intrapersonalni in situacijski dejavniki
Černilec, M. (2022) · Anthropos · doi:10.26493/2630-4082.54.205-228
- Authors
- Thorpe, S., & Kuperberg, A.
- Affiliations
- University of North Carolina at Greensboro (US)
- Corresponding author
- Thorpe, Shemeka
- Venue
- Sexuality & Culture
- Published
- 2020-10-16
- Volume
- 25
- Issue
- 2
- Pages
- 623-645
- ISSN
- 1095-5143 (ISSN-L)
- 1936-4822
- PMC
- PMC7567419
- OpenAlex
- W3093907567
- Cited by
- 29
- References
- 64
- Citations by year
- 2026: 5 · 2025: 5 · 2024: 9 · 2023: 5 · 2022: 4 · 2021: 1
- FWCI
- 3.34
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Sexuality & Culture (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- NC Digital Online Collection of Knowledge and Scholarship (The University of North Carolina at Greensboro) (submittedVersion)
- Digital Repository at the University of Maryland (University of Maryland College Park)
- Topics
- Social Sciences › Sociology and Political Science › Marriage and Sexual Relationships
- Health Sciences › Health Professions › General Health Professions › Adolescent Sexual and Reproductive Health
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Keywords
- hookups, university students, social motivation, sexual pleasure, relationship formation, heterosexual couples, gender differences, parental marital status, peer influence, religiosity, maternal education, latent class analysis, sexual behavior
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