Outcomes and Processes in the Meyerhoff Scholars Program: STEM PhD Completion, Sense of Community, Perceived Program Benefit, Science Identity, and Research Self-Efficacy
Open accessAbstract
Previous research has shown that the Meyerhoff Scholars Program at the University of Maryland, Baltimore County, is an effective intervention for high-achieving underrepresented minority (URM) students; African-American Meyerhoff students are significantly more likely to enter science, technology, engineering, and mathematics (STEM) PhD programs than comparison students. The first of two studies in this report extends the prior research by examining levels of PhD completion for Meyerhoff (N = 479) versus comparison sample (N = 249) students among the first 16 cohorts. Entering African-American Meyerhoff students were 4.8 times more likely to complete STEM PhDs than comparison sample students. To enhance understanding of potential mechanisms of influence, the second study used data from the 22nd (Fall 2010) to 25th (Fall 2013) cohorts (N = 109) to test the hypothesis that perceived program benefit at the end of freshman year would mediate the relationship between sense of community at the end of Summer Bridge and science identity and research self-efficacy at the end of sophomore year. Study 2 results indicated that perceived program benefit fully mediated the relationship between sense of community and both criterion measures. The findings underscore the potential of comprehensive STEM intervention programs to enhance PhD completion, and suggest mechanisms of influence.
AI snapshot
Written from the paper’s full text.
TL;DR
This paper reports two studies of the Meyerhoff Scholars Program (MSP), showing that African-American MSP students were much more likely than declined comparison students to complete STEM PhDs, and that perceived program benefit fully mediated the link between sense of community and both science identity and research self-efficacy. It extends prior MSP research by examining STEM PhD completion and a psychosocial mechanism of program influence.
Key findings
- In Study 1, African-American Meyerhoff students in the 1989–2004 cohorts were 4.8 times more likely to complete a STEM PhD (28.6%, 137/479) than declined comparison students (6.0%, 15/249); with covariates controlled, the logistic regression odds ratio was 7.5 (Wald = 45.3, p < 0.001).
- STEM PhD completion rose across MSP cohorts: 21.9% for 1989–1996 Meyerhoff students vs. 5.6% for declined students, and 36.5% for 1997–2004 Meyerhoff students vs. 6.4% for declined students.
- In Study 2 (N = 109), sense of community at the end of Summer Bridge predicted perceived program benefit at the end of freshman year (beta = 0.38, p < 0.01), and perceived program benefit predicted science identity (beta = 0.31, p < 0.01) and research self-efficacy (beta = 0.33, p < 0.01) at the end of sophomore year.
- Perceived program benefit fully mediated the relations: sense of community was no longer significantly related to science identity (beta = 0.12, ns) or research self-efficacy (beta = 0.12, ns) after perceived program benefit was entered.
Methods
- Study 1 used African-American students from the first 16 MSP cohorts entering 1989–2004: 479 Meyerhoff students and 249 declined comparison students (final N = 728 after exclusions), with STEM PhD completion assessed via transcripts, program records, and verified Internet searches; logistic regression controlled for high school GPA, SAT Math, SAT Verbal, gender, and cohort.
- Study 2 surveyed 109 MSP students entering Fall 2010–2013 at three time points: sense of community at the end of the 6-week Summer Bridge, perceived program benefit at the end of freshman year, and science identity and research self-efficacy at the end of sophomore year.
- Study 2 used stepwise multiple regression to test mediation, with covariates entered first and Baron and Kenny criteria for full mediation.
Limitations
- The paper states that possible self-selection differences between Meyerhoff and declined students limit causal conclusions, and that only random assignment could definitively overcome this design weakness.
- The paper states that the perceived program benefit scale has unknown validity, the four psychosocial variables are self-report and may reflect solo-method bias, the science identity and research self-efficacy measures have unknown predictive validity for STEM PhD outcomes, Study 2 has a relatively small sample size, and generalizability to other universities and programs is unknown.
- Evident from the text: Study 1 is not randomized, and the comparison group consists of students who declined the MSP offer, so unmeasured differences such as initial PhD commitment or research excitement may remain.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
10 of 30 cited sources checked · 6 supported · 1 flagged · accuracy not yet measured
- Premisecitation
Research/scientific self-efficacy is predictive of STEM degree completion and graduate school entry.
“which in turn is predictive of STEM degree completion and graduate school entry (e.g., Lent et al., 1986, 2008; Marra et al., 2009; Estrada et al., 2011; Adedokun et al., 2013; Tate et al., 2014; Larson et al., 2015).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Lent et al., 1986 source
- cites Estrada et al., 2011 source
The Results (page unavailable) state that scientific self-efficacy was not uniquely predictive of applications to graduate school after accounting for other predictors. They also report no statistically significant direct effect of scientific integration on graduate-school attendance. The paper discusses self-efficacy and STEM persistence generally, but does not establish the claimed prediction of STEM degree completion. (LLM, conf=0.82)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured - cites Adedokun et al., 2013 source
- Premisecitation
Psychosocial factors such as science identity and research self-efficacy are predictive of increased persistence and academic achievement in STEM.
“Previous research has shown that psychosocial factors such as science identity and research self-efficacy are predictive of increased persistence and academic achievement in STEM (e.g., Lent et al., 1986, 2008; Marra et al., 2009; Estrada et al., 2011; Adedokun et al., 2013; Tate et al., 2014; Larson et al., 2015).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Lent et al., 1986 source
- cites Estrada et al., 2011 source
The Discussion (page unavailable) reports that scientific identity and self-efficacy were each correlated with intention to continue a scientific career. The Results (page unavailable) found an indirect effect for identity, but no unique predictive effect for self-efficacy after accounting for other factors. The authors explicitly say they did not assess academic performance, so this paper's findings do not establish the academic-achievement part of the claim. (LLM, conf=0.89)
Experimental — accuracy not yet measured - cites Adedokun et al., 2013 source
- Premisecitation
Science identity predicts STEM persistence and achievement.
“In turn, science identity is repeatedly found to predict STEM persistence and achievement (e.g., Carlone and Johnson, 2007; Malone and Barabino, 2009; Espinosa, 2011; Estrada et al., 2011; Eagan et al., 2013; Hernandez et al., 2013; Krogh and Andersen, 2013; Chang et al., 2014).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Carlone and Johnson, 2007 source
In “A More Grounded (and Still Evolving) Model of Science Identity” (page not provided), the authors link strong, satisfying science identities to persistence among successful students of color. The paper does not establish that science identity predicts STEM achievement, and its qualitative account does not establish the predictive relationship claimed. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Estrada et al., 2011 source
The Results report that scientific identity was the strongest predictor of whether participants held a science-related job, and the Discussion relates identity to intentions to stay in science. That supports the persistence part of the claim. The Discussion also explicitly says the study did not assess academic performance, so it does not support the achievement part. (LLM, conf=0.90)
Experimental — accuracy not yet measured - cites Chang et al., 2014 source
- Premisecitation
Research experience helps students to build up their science identity.
“Cumulative evidence suggests that research experience helps students to build up their science identity (e.g., Junge et al., 2010; Grunert and Bodner, 2011; Schultz et al., 2011; Thiry et al., 2011; Strawn and Livelybrooks, 2012; Adedokun et al., 2013; Merolla and Serpe, 2013).”
Quote in the paperSubstantial claim2 of 3 sources checked - Premisecitation
African-American MSP students are five times more likely to pursue a STEM PhD compared with the declined sample.
“Specifically, African-American MSP students are five times more likely to pursue a STEM PhD compared with the declined sample (Maton et al., 2009, 2012).”
Quote in the paperNot a substantial claim2 of 2 sources checked
- Premisecitation
Learning environments that focus on research and social support increase research/scientific self-efficacy.
“Previous research has consistently shown that learning environments that focus on research and social support increase research/scientific self-efficacy (e.g., Hurtado et al., 2009; MacPhee et al., 2013), which in turn is predictive of STEM degree completion and graduate school entry (e.g., Lent et al., 1986, 2008; Marra et al., 2009; Estrada et al., 2011; Adedokun et al., 2013; Tate et al., 2014;”
Quote in the paperSubstantial claim1 of 2 sources checked - Findingreasoning
Both Meyerhoff students and comparison students pursued STEM course work as freshmen.
“both Meyerhoff students and comparison students pursued STEM course work as freshmen”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Findingown data
Sense of community at the end of Summer Bridge was positively related to science identity at the end of sophomore year (beta = 0.24), explaining 5.6% of the variance in science identity beyond covariates.
“Sense of community at the end of Summer Bridge was positively related to the first outcome variable (beta = 0.24), explaining a significant 5.6% of the variance in science identity beyond that explained by the covariates (Table 7, second row, second and third columns), F change (1, 98) = 7.32, p < 0.01.”
Quote in the paperSubstantial claim - Findingown data
Perceived program benefit at the end of freshman year was positively related to science identity at the end of sophomore year (beta = 0.31, p < 0.01), controlling for sense of community.
“Step 3: perceived program benefit (freshman year) | — | | | 0.31** | 0.072**”
Quote in the paperSubstantial claim - Findingnone given
The percentage of comparison sample students earning STEM PhDs remained essentially unchanged during the same time period.
“The percentage of comparison sample students earning STEM PhDs remained essentially unchanged during the same time period.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Findingown data
African-American Meyerhoff students in the 1989-2004 entering cohorts were 4.8 times more likely to complete a STEM PhD (28.6% of entering students) than declined comparison students (6.0%).
“African-American Meyerhoff Scholars were 4.8 times more likely to complete STEM PhDs than comparison sample students (study 1)”
- Also stated in: § Results · plain
“African-American Meyerhoff students in the 1989–2004 entering cohorts overall were 4.8 times more likely to complete their STEM PhDs (28.6% of entering students) than declined sample students (6.0%).”
Quote in the paperSubstantial claim - Also stated in: § Results · plain
- Findingown data
Sense of community at the end of Summer Bridge was positively related to research self-efficacy at the end of sophomore year (beta = 0.26), explaining 6.4% of the variance in research self-efficacy beyond covariates.
“Sense of community was also positively related to the second outcome variable (beta = 0.26), explaining a significant 6.4% of the variance in research self-efficacy beyond that explained by the covariates (Table 8, second row, second and third columns), F change (1, 98) = 8.05, p < 0.01.”
Quote in the paperSubstantial claim - Findingown data
Sense of community significantly predicts research self-efficacy (beta = 0.26, p < 0.01).
“the exogenous predictor (sense of community) significantly predicts both the outcome (research self-efficacy; beta = 0.26, p < 0.01)”
Quote in the paperSubstantial claim- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Findingnone given
The percentage of Meyerhoff students earning STEM PhDs increased dramatically from the 1989-1996 to the 1997-2004 entering cohorts.
“the percentage of Meyerhoff students earning STEM PhDs increased dramatically from the 1989–1996 to the 1997–2004 entering cohorts.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Findingown data
African-American Meyerhoff students from the 1997-2004 entering cohorts were more likely to complete a STEM PhD (36.5%) than those from the 1989-1996 cohorts (21.9%).
“Visual inspection of these data indicate that African-American Meyerhoff students from the more recent cohorts (1997–2004) were more likely to complete a STEM PhD (36.5%) compared with the earlier Meyerhoff cohorts (1989–1996; 21.9%).”
Quote in the paperSubstantial claim - Findingown data
Sense of community was no longer significantly related to research self-efficacy (beta = 0.13, ns) with perceived program benefit entered.
“sense of community was no longer significantly related to research self-efficacy (beta = 0.13, ns) with perceived program benefit entered”
- Also stated in: § Results · plain
“the relation between sense of community and research self-efficacy no longer exists in the presence of perceived program benefit (beta = 0.12, ns)”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Also stated in: § Results · plain
- Findingown data
Sense of community significantly predicts science identity (beta = 0.24, p < 0.01).
“the exogenous predictor (sense of community) significantly predicts both the outcome (science identity; beta = 0.24, p < 0.01)”
Quote in the paperSubstantial claim- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Findingown data
Sense of community was no longer significantly related to science identity (beta = 0.12, ns) with perceived program benefit entered.
“sense of community was no longer significantly related to science identity (beta = 0.12, ns) with perceived program benefit entered”
- Also stated in: § Results · plain
“the relation between sense of community and science identity no longer exists in the presence of perceived program benefit (beta = 0.12, ns)”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Also stated in: § Results · plain
- Findingown data
Meyerhoff students who entered the program in 1989-2004 were more likely to earn STEM PhD degrees than comparison students who were accepted into the program but declined the offer and pursued STEM course work elsewhere.
“Meyerhoff students who entered the program in 1989–2004 were more likely to earn STEM PhD degrees than comparison sample students who were accepted into the program but declined the offer and initiated STEM course work elsewhere.”
- Also stated in: § DISCUSSION · plain
“African-American Meyerhoff students were significantly more likely to enter and complete STEM PhD programs than comparison students.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Also stated in: § DISCUSSION · plain
- Findingown data
Sense of community significantly predicts perceived program benefit (beta = 0.38, p < 0.01).
“the exogenous predictor (sense of community) significantly predicts both the outcome (science identity; beta = 0.24, p < 0.01) and the mediator (perceived program benefit; beta = 0.38, p < 0.01)”
- Also stated in: § Results · plain
“the exogenous predictor (sense of community) significantly predicts both the outcome (research self-efficacy; beta = 0.26, p < 0.01) and the proposed mediator (perceived program benefit; beta = 0.38, p < 0.01)”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Also stated in: § Results · plain
- Interpretationown data
Perceived program benefit fully mediated the relationship between sense of community and research self-efficacy.
“perceived benefits of program components fully mediated the relationship between sense of community and both science identity and research self-efficacy (study 2)”
Quote in the paperSubstantial claim- Rests on an assumption: The mediation analysis’s conclusion that perceived program benefit fully mediates the relation between sense of community and science identity and research self-efficacy is not confounded by unmeasured variables.
- Study design and conductown data
The perceived program benefit scale was highly reliable (Cronbach's alpha = 0.87).
“The scale is highly reliable (Cronbach’s alpha = 0.87).”
Quote in the paperNot a substantial claim - Interpretationown data
Students who benefit broadly from the wide array of program elements also develop greater levels of science identity and research self-efficacy.
“students who benefit broadly from the wide array of program elements also develop greater levels of science identity and research self-efficacy”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Premisecitation
African-American MSP students are twice as likely to graduate with a STEM bachelor's degree than the declined comparison sample of similarly prepared students.
“Findings show that African-American MSP students are twice as likely to graduate with a STEM bachelor’s degree than the declined comparison sample of similarly prepared students (Maton et al., 2000).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Maton et al., 2000 source
- Study design and conductreasoning
In the absence of random assignment, it cannot be ruled out that the groups differed initially in other characteristics (e.g., research excitement, STEM PhD commitment), which may have contributed in part to observed outcomes.
“Nonetheless, in the absence of random assignment, it cannot be ruled out that the groups differed initially, at least to some extent, in other characteristics (e.g., research excitement, STEM PhD commitment), which may have contributed in part to observed outcomes.”
Quote in the paperSubstantial claim - Interpretationown data
Perceived program benefit at the end of freshman year fully mediated the relation between sense of community at the end of Summer Bridge and research self-efficacy at the end of sophomore year.
“suggesting full mediation by perceived program benefit of the relation between sense of community and research self-efficacy.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Interpretationown data
Perceived program benefit fully mediated the relationship between sense of community and science identity.
“perceived benefits of program components fully mediated the relationship between sense of community and both science identity and research self-efficacy (study 2)”
- Also stated in: § Results · plain
“Steps 2 and 3 establish support for full mediation by perceived program benefit on the relation between sense of community and science identity.”
Quote in the paperSubstantial claim- Rests on an assumption: The mediation analysis’s conclusion that perceived program benefit fully mediates the relation between sense of community and science identity and research self-efficacy is not confounded by unmeasured variables.
- Also stated in: § Results · plain
- Interpretationown data
Sense of community influences student outcomes by contributing to effective engagement in the varied MSP elements.
“The current findings suggest that sense of community influences student outcomes by contributing to effective engagement in the varied MSP elements.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Interpretationown data
Perceived program benefit at the end of freshman year fully mediated the relation between sense of community at the end of Summer Bridge and science identity at the end of sophomore year.
“suggesting full mediation by perceived program benefit of the relation between sense of community and science identity.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Interpretationreasoning
The multifaceted, comprehensive nature of the MSP, addressing multiple areas of minority student need and challenge, explains its high levels of success over time.
“This finding supports the view that the multifaceted, comprehensive nature of the MSP, addressing multiple areas of minority student need and challenge, explains its high levels of success over time.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Interpretationown data
Study 1 provides evidence for the long-term impact of the MSP on participants' academic success in STEM.
“Study 1 provides evidence for the long-term impact of the MSP on participants’ academic success in STEM.”
Quote in the paperSubstantial claim- Rests on an assumption: Differences between Meyerhoff and declined students in STEM PhD completion after covariate adjustment are attributable to MSP participation rather than unmeasured confounding.
- Interpretationreasoning
Meyerhoff and declined students entered college with comparable interest in STEM.
“suggesting that the Meyerhoff and declined students entered college with comparable interest in STEM.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Study design and conductreasoning
Possible self-selection differences between Meyerhoff and declined comparison students limit the strength of the conclusions that can be drawn about the outcomes obtained.
“Possible self-selection differences between Meyerhoff and declined comparison students limit the strength of the conclusions that can be drawn about the outcomes obtained.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Interpretationreasoning
Students who perceive greater benefit from the varied elements, as a whole, appear to be those who develop the psychological attributes and personal competencies inherent to success as a scientist.
“Students who perceive greater benefit from the varied elements, as a whole, appear to be those who develop the psychological attributes and personal competencies inherent to success as a scientist.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Study design and conductcitation
Multilevel modeling was not used in study 1 because 50 or fewer clusters lead to biased parameter estimates in multilevel analysis.
“Although students were nested within the 16 cohorts, multilevel modeling was not used in this study, because 50 or fewer clusters lead to biased parameter estimates in multilevel analysis (Maas and Hox, 2005).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Maas and Hox, 2005 source
- Interpretationown data
The higher levels of STEM PhD pursuit and completion among Meyerhoff students were not due to greater precollege preparation or capability.
“suggesting that their higher levels of STEM PhD pursuit and completion were not due to greater precollege preparation or capability.”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
- Classified as probably not a substantial claim. 13
- May combine two claims. 12
- The quote only partly states this claim. 1
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe science identity and research self-efficacy measures had high reliability reported in previous studies.
“High reliability was reported in previous studies (Chemers et al., 2010; Estrada et al., 2011).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Chemers et al., 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Estrada et al., 2011 source
May combine two claims.
Findingown dataSense of community at the end of Summer Bridge was positively related to perceived program benefit at the end of freshman year (beta = 0.38, p < 0.01), explaining 13.9% of the variance in perceived program benefit beyond covariates.
“Sense of community at the end of Summer Bridge was positively related to the mediator, perceived program benefit at the end of freshman year (beta = 0.38, p < 0.01).”
- Also stated in: § Results · plain
“Sense of community explained a significant 13.9% of the variance in perceived program benefit beyond that explained by the covariates, F change (1, 98) = 17.82, p < 0.01 (Table 6).”
Quote in the paperSubstantial claim- Also stated in: § Results · plain
May combine two claims.
Findingown dataPerceived program benefit was positively related to research self-efficacy (beta = 0.33), explaining a significant 8.4% of the variance beyond that explained by covariates and sense of community.
“Perceived program benefit was also positively related to the second outcome variable (beta = 0.33), explaining a significant 8.4% of the variance in research self-efficacy beyond that explained by the covariates and by sense of community”
- Also stated in: § Results · plain
“the proposed mediator significantly predicts the outcome (beta = 0.33, p < 0.01)”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Also stated in: § Results · plain
The quote only partly states this claim.
Findingown dataAfter controlling for high school GPA, SAT Math, SAT Verbal, gender, and cohort, African-American Meyerhoff students in the 1989-2004 entering cohorts were significantly more likely to complete a STEM PhD than declined comparison students (OR = 7.5, Wald = 45.3, p < 0.001).
“Logistic regression analysis revealed that the 1989–2004 entering African-American Meyerhoff students were significantly more likely to complete a STEM PhD compared with the declined student comparison group, after controlling for covariates (Table 3; odds ratio [OR] = 7.5, Wald [df = 1] = 45.3, p < 0.001).”
Quote in the paperSubstantial claim- Rests on an assumption: Differences between Meyerhoff and declined students in STEM PhD completion after covariate adjustment are attributable to MSP participation rather than unmeasured confounding.
May combine two claims.
Findingown dataPerceived program benefit was positively related to science identity (beta = 0.31), explaining a significant 7.2% of the variance beyond that explained by covariates and sense of community.
“Perceived program benefit was positively related to the first outcome variable (beta = 0.31), explaining a significant 7.2% of the variance in science identity beyond that explained by the covariates and by sense of community”
- Also stated in: § Results · plain
“the proposed mediator significantly predicts the outcome (beta = 0.31, p < 0.01)”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
- Also stated in: § Results · plain
May combine two claims.
Findingnone givenAll students accepted into the program expressed a strong interest in pursuing a STEM PhD and began college with a STEM focus.
“all students accepted into the program expressed a strong interest in pursuing a STEM PhD and began college with a STEM focus.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe Meyerhoff students did not have higher SAT scores or high school GPAs than comparison students.
“The Meyerhoff students did not have higher SAT scores or high school GPAs than comparison students”
Quote in the paperSubstantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenDegree completion data found through Internet searches were verified by comparing at least two sources.
“Degree completion data found through Internet searches were verified by comparing at least two sources.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationStudy groups give students the opportunity to provide and receive academic help in difficult STEM courses and have been linked to academic gain in previous research.
“Study groups give students the opportunity to provide and receive academic help in difficult STEM courses and have been linked to academic gain in previous research (Gandara and Maxwell-Jolly, 1999; Moreno et al., 1999).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Gandara and Maxwell-Jolly, 1999
- cites Moreno et al., 1999 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAcademic advising from staff, peers, and mentors is important to help students make informed, strategic decisions about the number and type of courses to take (and retake) and which possible research opportunities to pursue.
“Academic advising from staff, peers, and mentors is important to help students make informed, strategic decisions about the number and type of courses to take (and retake) and which possible research opportunities to pursue (Seymour and Hewitt, 1997; Gandara and Maxwell-Jolly, 1999).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Seymour and Hewitt, 1997
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Gandara and Maxwell-Jolly, 1999
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
Study design and conductnone givenThe items of the perceived program benefit scale possess strong face validity.
“The items do possess strong face validity.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe sense of community measure had high reliability in the current sample (Cronbach's alpha = 0.82).
“Reliability of this measure has been found to be high (Chavis et al., 2008), including in the current sample (Cronbach’s alpha = 0.82).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Chavis et al., 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). May combine two claims.
PremisecitationFinancial support allows students to afford college and to focus exclusively on their studies rather than working during college.
“financial support allows students to afford college and to focus exclusively on their studies rather than working during college (Georges, 1999).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Georges, 1999
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductreasoningThe self-report nature of the four psychosocial variables may cause solo-method bias, so the findings may be due, at least in part, to measurement bias rather than causal relationships.
“A third limitation is the self-report nature of the four psychosocial variables. It is possible that the findings, at least in part, are due to “solo-method” bias, in that students who are positively predisposed may report higher levels on all four measures.”
Quote in the paperNot a substantial claim- Rests on an assumption: The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe generalizability of findings to programs in different universities and with differing arrays of program elements is not known.
“Finally, the generalizability of findings to programs in different universities and with differing arrays of program elements is not known.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductcitationThe design effect for science identity (1.77) and research self-efficacy (1.57) was smaller than 2, so multilevel modeling was not necessary.
“The design effect for the two outcomes of interest was smaller than 2 (science identity 1.77; research self-efficacy 1.57). Thus, multilevel modeling (individuals nested within cohorts) is not necessary (Satorra and Muthen, 1995; Maas and Hox, 2005).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S4 (based).
Study design and conductnone givenStudents who opted to attend the program may be more committed initially to obtaining a PhD than those who declined the admissions offer.
“students who opted to attend the program may be more committed initially to obtaining a PhD than those who declined the admissions offer.”
Quote in the paperNot a substantial claim- Rests on an assumption: Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationNow that the program has been shown to be effective, a random assignment design may raise ethical concerns, as it would deny worthy students access to likely program benefits.
“now that the program has been shown to be effective, a random assignment design may raise ethical concerns, as it would deny worthy students access to likely program benefits (Freedman, 1987).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Freedman, 1987 source
May combine two claims.
Interpretationown dataAlthough all students likely benefit to some extent from the sense of community, those who experience higher levels of community appear to benefit more.
“Although all students likely benefit to some extent from the sense of community, those who experience higher levels of community appear to benefit more.”
Quote in the paperSubstantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe predictive validity of the science identity and research self-efficacy measures is unknown; research has not examined whether Meyerhoff students with higher levels of these variables at the end of sophomore year are more likely to earn STEM PhDs.
“A fourth limitation is the unknown predictive validity of the science identity and research self-efficacy measures. To date, research has not examined whether Meyerhoff students with higher levels of science identity and research self-efficacy at the end of their sophomore year are more likely to earn STEM PhDs than students with lower levels.”
Quote in the paperNot a substantial claim- Rests on an assumption: The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe relatively small sample size in study 2 is a limitation.
“A fifth limitation is the relatively small sample size in study 2.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationStudents who are assigned to the control group may underperform due to a resentful awareness of not being included.
“students who are assigned to the control group may underperform due to a resentful awareness of not being included (Ong-Dean et al., 2011).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ong-Dean et al., 2011 source
May combine two claims.
Study design and conductnone givenThe validity of the perceived program benefit scale is unknown; it cannot be known whether this measure assesses actual benefit from program involvement or just a positive feeling about the program in the absence of concrete benefit.
“A second limitation relates to the unknown validity of the perceived program benefit scale. It cannot be known whether this measure assesses actual benefit from program involvement or, alternatively, just a positive feeling about the program in the absence of concrete benefit.”
Quote in the paperNot a substantial claim- Rests on an assumption: The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
The paper relies on this without support.
Differences between Meyerhoff and declined students in STEM PhD completion after covariate adjustment are attributable to MSP participation rather than unmeasured confounding.
“Study 1 provides evidence for the long-term impact of the MSP on participants’ academic success in STEM.”
“after controlling for covariates (Table 3; odds ratio [OR] = 7.5, Wald [df = 1] = 45.3, p < 0.001)”
The paper relies on this without support.
The mediation analysis’s conclusion that perceived program benefit fully mediates the relation between sense of community and science identity and research self-efficacy is not confounded by unmeasured variables.
“Steps 2 and 3 establish support for full mediation by perceived program benefit on the relation between sense of community and science identity.”
“perceived benefits of program components fully mediated the relationship between sense of community and both science identity and research self-efficacy (study 2)”
The paper relies on this without support.
The 17-item perceived program benefit scale validly measures students’ perceived benefit from program involvement.
“This measure was developed for the study and is intended to assess student perceptions of the level of benefit of program involvement; as such, it serves as a measure of subjective program impact.”
The paper relies on this without support.
The perceived program benefit scale assesses actual benefit from program involvement rather than just a positive feeling about the program.
“It cannot be known whether this measure assesses actual benefit from program involvement or, alternatively, just a positive feeling about the program in the absence of concrete benefit.”
The paper relies on this without support.
The science identity and research self-efficacy measures are predictive of STEM PhD pursuit and completion.
“To date, research has not examined whether Meyerhoff students with higher levels of science identity and research self-efficacy at the end of their sophomore year are more likely to earn STEM PhDs than students with lower levels.”
The paper relies on this without support.
The self-report measures reflect true levels of the psychosocial constructs rather than being substantially influenced by solo-method bias.
“It is possible that the findings, at least in part, are due to “solo-method” bias, in that students who are positively predisposed may report higher levels on all four measures.”
The paper relies on this without support.
Meyerhoff and comparison students were comparable at college entry on characteristics other than those measured (e.g., research excitement, STEM PhD commitment).
“in the absence of random assignment, it cannot be ruled out that the groups differed initially, at least to some extent, in other characteristics (e.g., research excitement, STEM PhD commitment), which may have contributed in part to observed outcomes.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
One STEM bridge program measured student research self-efficacy using six items from a scientific self-efficacy scale.
“One program measured student research self-efficacy using six items from a scientific self-efficacy scale, which probes student confidence in performing common research practices such as technical skills or generating a research question (Maton et al., 2016).”
From Building Better Bridges into STEM: A Synthesis of 25 Years of Literature on STEM Summer Bridge Programs (2017) · cites this paper as Maton et al., 2016
The Meyerhoff Scholars Program focused on an integrated cohort approach for STEM to enhance student success.
“Our results align with previous research on the effectiveness of programs such as the Meyerhoff Scholars Program which focused on an integrated cohort approach for STEM to enhance student success (Maton et al., 2012(Maton et al., , 2016)).”
From The Importance of STEM Sense of Belonging and Academic Hope in Enhancing Persistence for Low-Income, Underrepresented STEM Students (2024) · cites this paper as Maton et al., 2016
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentχ²(1) = 8.18reported p < .05 · recomputed p = .004
“χ2(1) = 8.180, p < .05”
- Consistentt(785) = 3.235reported p < .01 · recomputed p = .001
“t(785) = 3.235, p < .01”
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.
Figure 2 and Table 8 give different final coefficients
MinorFor the relation between sense of community and research self-efficacy after perceived program benefit is entered, Figure 2 reports beta = 0.12, whereas Table 8 reports 0.13.
“Furthermore, the relation between sense of community and research self-efficacy no longer exists in the presence of perceived program benefit (beta = 0.12, ns).”
“| Step 2: sense of community (Summer Bridge) | — | 0.26** | 0.064** | 0.13 | — |”
Logistic-regression reference category conflicts with the odds-ratio interpretation
MinorIf STEM PhD completion is the reference category, a positive Meyerhoff coefficient and an odds ratio above 1 describe higher odds of noncompletion relative to completion. The results instead interpret that odds ratio as higher odds of completion.
“Note: The reference category is STEM PhD (or MD/PhD) completed. Gender is coded 0 = “men” and 1 = “women.””
“The OR indicates that African-American Meyerhoff students were 7.5 times more likely to earn a STEM PhD degree with covariates controlled;”
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- Authors
- Maton, K. I., Beason, T. S., Godsay, S., Sto. Domingo, M. R., Bailey, T. C., Sun, S., & Hrabowski, F. A.
- Affiliations
- Department of Psychology, University of Maryland, Baltimore County, Baltimore, MD 21250
- University of Maryland, Baltimore County (US)
- Venue
- CBE—Life Sciences Education
- Published
- 2016-09
- Volume
- 15
- Issue
- 3
- Pages
- ar48
- ISSN
- 1931-7913 (ISSN-L)
- PMC
- PMC5008895
- OpenAlex
- W2508743023
- Cited by
- 147
- References
- 72
- Citations by year
- 2026: 12 · 2025: 11 · 2024: 28 · 2023: 17 · 2022: 12 · 2021: 16 · 2020: 29 · 2019: 10 · 2018: 9 · 2017: 3
- FWCI
- 17.77
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-sa
- Locations
- CBE—Life Sciences Education (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion, cc-by-nc-sa)
- PubMed (publishedVersion)
- Maryland Shared Open Access Repository (USMAI Consortium) (submittedVersion, cc-by-nc-sa)
- Digital Repository at the University of Maryland (University of Maryland College Park)
- Topics
- Social Sciences › Safety Research › Career Development and Diversity
- Social Sciences › Education › Higher Education Research Studies
- Health Sciences › Health Professions › General Health Professions › Doctoral Education Challenges and Solutions
- Keywords
- underrepresented minority students, African American students, sense of community, science identity, research self-efficacy, summer bridge programs, influence mechanism, graduate student retention
- MeSH terms
- Demography, Engineering, Female, Humans, Male, Mathematics, Minority Groups, Research, Residence Characteristics, Science, Technology, Logistic Models, Models, Educational, Self Efficacy
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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