Helicopter Parenting and Emotional Problems in Chinese Emerging Adults: Are there Cross-lagged Effects and the Mediations of Autonomy?
Open accessAbstract
Although evidence suggests that helicopter parenting causes emotional problems in emerging adults, how emotional problems in emerging adults affect helicopter parenting and the mediating role of autonomy in reciprocal relationships is little known. Therefore, this study collected data from 418 Chinese university students (80.1% female; M_age = 18.71, SD = 1.15) three times (in the second, fourth, and fourteenth months after enrollment) about perceived helicopter parenting, emotional issues (anxiety and depressive symptoms), and autonomy. The results of the cross-lagged panel models showed that emotional problems in emerging adults predicted the later assessment of helicopter parenting, the reverse relationship between the two variables was not the case. Emerging adults’ emotional issues at Time 1 reduced their autonomy at Time 2, leading to increased helicopter parenting behaviors at Time 3. However, helicopter parenting at Time 1 did not affect emerging adults’ autonomy at Time 2, which also had no relation to their emotional problems at Time 3. These findings suggest that helicopter parenting is more likely a reaction to maladjustment in emerging adults than an influencing factor. The research clarifies changes in parent-child interactions during the transition to adulthood and will help promote the adaptation of emerging adults in college.
AI snapshot
Written from the paper’s full text.
TL;DR
In a three-wave longitudinal study of 418 Chinese first-year university students, emotional problems predicted later perceived helicopter parenting, but helicopter parenting did not longitudinally predict later emotional problems. Autonomy mediated the path from emotional problems at T1 to helicopter parenting at T3, suggesting helicopter parenting may be more a reaction to emerging adults’ maladjustment than a cause.
Key findings
- Cross-lagged models showed emotional problems at T1 and T2 predicted helicopter parenting at the following time points, whereas helicopter parenting at T1 and T2 did not predict later emotional problems.
- In Model 4, emotional problems at T1 negatively predicted autonomy at T2 (β = −0.154, p = 0.007), and autonomy at T2 negatively predicted helicopter parenting at T3 (β = −0.184, p = 0.001).
- The indirect effect from emotional problems at T1 to helicopter parenting at T3 via autonomy at T2 was 0.028, 95% CI [0.008, 0.066], accounting for 20.29% of the total effect.
- The reverse mediation was not supported: helicopter parenting at T1 did not predict autonomy at T2 (β = 0.029, p = 0.459), and autonomy at T2 did not predict emotional problems at T3 (β = −0.092, p = 0.209).
Methods
- Longitudinal three-wave design with 418 Chinese university students (80.1% female; Mage = 18.71, SD = 1.15) from two randomly selected schools of a university in Northeast China; data were collected in the second, fourth, and fourteenth months after enrollment.
- Measures included perceived helicopter parenting (5-item Padilla-Walker & Nelson scale), autonomy (7-item Basic Needs Satisfaction in General Scale), and depressive and anxiety symptoms (DASS at T1/T2; CES-D and BAI at T3); emotional problems were modeled as a second-order variable combining depressive and anxiety symptoms.
- Analyses used Mplus 8.0 cross-lagged panel models with age as a control, full information maximum likelihood for missing data, and bootstrapping for indirect effects.
Limitations
- Stated by the paper: only first-year students were studied; assessments occurred at the second, fourth, and fourteenth months with irregular intervals; the sample was 80.1% female from a teacher-educating university; all data were self-reported; and helicopter parenting was not distinguished by mother versus father.
- Evident from the text: the sample came from two schools within one university in Northeast China, limiting generalizability; depressive and anxiety symptoms were measured with different instruments at T3 (CES-D, BAI) than at T1/T2 (DASS), which may affect longitudinal comparability.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
6 of 38 cited sources checked · 4 supported · 0 flagged · accuracy not yet measured
- Findingown data
There was a strong correlation between helicopter parenting and emotional problems among college students at each measurement time.
“Nevertheless, there was still a strong correlation between helicopter parenting and emotional problems among college students at each measurement time, which was in line with prior findings from cross-sectional studies (Cui et al., 2018).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Cui et al., 2018 source
- Premisecitation
A variety of undesired behaviors are present alongside children's emotional issues.
“Third, a variety of undesired behaviors are also present alongside children’s emotional issues (Jolliffe et al., 2019), which may prevent parents from implementing effective parental involvement (higher levels of helicopter parenting) for emotional reactions in them (Kerr & Stattin, 2003).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Jolliffe et al., 2019 source
- Findingown data
Emotional problems at Time 2 predicted helicopter parenting at Time 3.
“Emotional problems at T1 and T2 predicted helicopter parenting at the following time points.”
- Also stated in: § Abstract · plain
“The results of the cross-lagged panel models showed that emotional problems in emerging adults predicted the later assessment of helicopter parenting”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
At T1, T2, and T3, autonomy negatively correlated with depressive and anxiety symptoms.
“At T1, T2, and T3, helicopter parenting negatively correlated with autonomy, and autonomy negatively correlated with two kinds of emotional problems (depressive and anxiety symptoms).”
Quote in the paperSubstantial claim - Findingown data
Emotional problems at Time 1 predicted helicopter parenting at Time 2.
“Emotional problems at T1 and T2 predicted helicopter parenting at the following time points.”
- Also stated in: § Abstract · plain
“The results of the cross-lagged panel models showed that emotional problems in emerging adults predicted the later assessment of helicopter parenting”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
Helicopter parenting at Time 2 did not predict emotional problems at Time 3.
“However, helicopter parenting at T1 and T2 did not predict emotional problems at the following time points.”
- Also stated in: § Abstract · plain
“the reverse relationship between the two variables was not the case”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
Helicopter parenting at Time 1 did not predict emotional problems at Time 2.
“However, helicopter parenting at T1 and T2 did not predict emotional problems at the following time points.”
- Also stated in: § Abstract · plain
“the reverse relationship between the two variables was not the case”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data
At T1, T2, and T3, helicopter parenting negatively correlated with autonomy.
“At T1, T2, and T3, helicopter parenting negatively correlated with autonomy, and autonomy negatively correlated with two kinds of emotional problems (depressive and anxiety symptoms).”
Quote in the paperSubstantial claim - Findingown data
Autonomy at Time 2 had no relation to emotional problems at Time 3.
“However, helicopter parenting at Time 1 did not affect emerging adults’ autonomy at Time 2, which also had no relation to their emotional problems at Time 3.”
Quote in the paperSubstantial claim - Findingown data
Helicopter parenting at Time 1 did not affect emerging adults' autonomy at Time 2.
“However, helicopter parenting at Time 1 did not affect emerging adults’ autonomy at Time 2, which also had no relation to their emotional problems at Time 3.”
Quote in the paperSubstantial claim - Findingown data
Helicopter parenting at T2 did not significantly predict emotional issues among college students at T3.
“The results of the cross-lagged analysis showed that helicopter parenting measured at T1 was not a significant predictor of college students’ emotional problems measured at T2 and T3, nor did helicopter parenting measured at T2 significantly predict emotional issues among college students measured at T3.”
Quote in the paperSubstantial claim - Findingown data
Autonomy at T2 did not significantly predict emotional problems at T3 (β = −0.092, p = 0.209, R2 = 0.332).
“However, helicopter parenting at T1 did not significantly predict autonomy at T2 (β = 0.029, p = 0.459, R2 = 0.367), and autonomy at T2 did not significantly predict emotional problems at T3 (β = −0.092, p = 0.209, R2 = 0.332).”
Quote in the paperSubstantial claim - Findingown data
Helicopter parenting at T1 was not a significant predictor of college students' emotional problems at T2 and T3.
“The results of the cross-lagged analysis showed that helicopter parenting measured at T1 was not a significant predictor of college students’ emotional problems measured at T2 and T3, nor did helicopter parenting measured at T2 significantly predict emotional issues among college students measured at T3.”
Quote in the paperSubstantial claim - Findingown data
Model 4 had a better model fit than Model 2 and Model 3.
“The results showed that Model 4 had a better model fit than Model 2 and Model 3 (seen in Table 3).”
Quote in the paperSubstantial claim - Findingown data
Autonomy at T1 significantly predicted emotional difficulties at T2.
“Models 2 and 4 showed that helicopter parenting at T2 strongly predicted autonomy at T3, while autonomy at T1 significantly predicted emotional difficulties at T2.”
Quote in the paperSubstantial claim - Findingown data
Emotional problems at T1 negatively predicted autonomy at T2 (β = −0.154, p = 0.007, R2 = 0.396).
“As shown in Fig. 4, emotional problems at T1 negatively predicted autonomy at T2 (β = −0.154, p = 0.007, R2 = 0.396), which further predicted helicopter parenting at T3 (β = −0.184, p = 0.001, R2 = 0.191).”
Quote in the paperSubstantial claim - Findingown data
Autonomy at T2 moderated the association between emotional issues at T1 and helicopter parenting at T3.
“Models 3 and 4 also demonstrated that autonomy at T2 moderated the association between emotional issues at T1 and helicopter parenting at T3, supporting Hypothesis 4.”
Quote in the paperSubstantial claim - Findingown data
Helicopter parenting at T2 strongly predicted autonomy at T3.
“Models 2 and 4 showed that helicopter parenting at T2 strongly predicted autonomy at T3, while autonomy at T1 significantly predicted emotional difficulties at T2.”
Quote in the paperSubstantial claim - Findingown data
Autonomy at T2 predicted helicopter parenting at T3 (β = −0.184, p = 0.001, R2 = 0.191).
“As shown in Fig. 4, emotional problems at T1 negatively predicted autonomy at T2 (β = −0.154, p = 0.007, R2 = 0.396), which further predicted helicopter parenting at T3 (β = −0.184, p = 0.001, R2 = 0.191).”
Quote in the paperSubstantial claim - Findingown data
Emerging adults' emotional problems promoted their parents' helicopter parenting behaviors directly and indirectly through their autonomy.
“Even though it did not conclusively demonstrate the cross-lagged relationship between helicopter parenting and emotional problems in college students, this study showed the long-term impact of emotional issues among college students on helicopter parenting and the mediating role of autonomy in the relationship.”
- Also stated in: § Conclusion · plain
“The results showed that emerging adults’ emotional problems promoted their parents’ helicopter parenting behaviors directly and indirectly through their autonomy.”
Quote in the paperSubstantial claim - Also stated in: § Conclusion · plain
- Findingown data
The three cross-lagged panel models all fit well.
“As shown in Table 3, the three models all fit well.”
Quote in the paperSubstantial claim - Findingown data
Emotional problems at T2 strongly predicted helicopter parenting at T3.
“Nevertheless, emotional problems measured at T1 and T2 strongly predicted helicopter parenting at T2 and T3, respectively.”
Quote in the paperSubstantial claim - Findingcitation
The three variables correlated significantly with one another at each time point.
“The three variables correlated significantly with one another at each time point, which is also consistent with the findings of prior cross-sectional studies (Schiffrin et al., 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schiffrin et al., 2019 source
- Findingown data
Helicopter parenting at T1 did not significantly predict autonomy at T2 (β = 0.029, p = 0.459, R2 = 0.367).
“However, helicopter parenting at T1 did not significantly predict autonomy at T2 (β = 0.029, p = 0.459, R2 = 0.367), and autonomy at T2 did not significantly predict emotional problems at T3 (β = −0.092, p = 0.209, R2 = 0.332).”
Quote in the paperSubstantial claim - Findingown data
Emotional problems at T1 strongly predicted helicopter parenting at T2.
“Nevertheless, emotional problems measured at T1 and T2 strongly predicted helicopter parenting at T2 and T3, respectively.”
Quote in the paperSubstantial claim - Premisecitation
Reduced autonomy could lead to emotional problems in college students.
“whereas reduced autonomy could lead to emotional problems in college students (Inguglia et al., 2015).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Inguglia et al., 2015 source
- Study design and conductown data
The missing values pattern was completely random.
“The results showed that the missing values pattern was completely random, χ2 (177) = 206.057, p > 0.05.”
Quote in the paperNot a substantial claim - Study design and conductown data
The final participants did not differ from those who dropped out of the study in terms of helicopter parenting, autonomy, depression, or anxiety at T1.
“The final participants did not differ from those who dropped out of the study in terms of helicopter parenting (t = −0.142, p = 0.887, d = −0.014), autonomy (t = −0.419, p = 0.674, d = −0.041), depression (t = 1.118, p = 0.264, d = 0.110), or anxiety (t = 0.662, p = 0.508, d = 0.065) at T1.”
Quote in the paperSubstantial claim - Interpretationown data
The results rejected the hypothesis of a bidirectional cross-lagged relationship between helicopter parenting and emotional problems.
“The results rejected the hypothesis of a bidirectional cross-lagged relationship between helicopter parenting and emotional problems.”
Quote in the paperSubstantial claim - Study design and conductown data
This study did not have a severe problem of common method bias.
“The results indicated that this study did not have a severe problem of common method bias.”
Quote in the paperSubstantial claim - Premisecitation
Excessive involvement or control from helicopter parents might limit autonomy needs in children.
“Excessive involvement or control from helicopter parents might limit autonomy needs in children (Okray, 2016)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Okray, 2016
- Interpretationown data
These findings suggest that helicopter parenting is more likely a reaction to maladjustment in emerging adults than an influencing factor.
“These findings suggest that helicopter parenting is more likely a reaction to maladjustment in emerging adults than an influencing factor.”
Quote in the paperSubstantial claim - Interpretationown data
The increase in overparenting behavior is a reaction to emerging adults' emotional problems.
“The results of the two parts demonstrate that excessive parental intervention or control is not the primary cause of emerging adults’ emotional problems, and the increase in overparenting behavior is a reaction to such issues.”
Quote in the paperSubstantial claim - Interpretationown data
Emotional difficulties of college students may lead to increased helicopter parenting.
“These findings were consistent with Hypothesis 3, which suggested that the emotional difficulties of college students may lead to increased helicopter parenting.”
Quote in the paperSubstantial claim - Interpretationown data
Autonomy at T2 did not mediate the relationship between helicopter parenting at T1 and emotional problems at T3.
“According to Models 3 and 4, autonomy at T2 did not mediate the relationship between helicopter parenting at T1 and emotional problems at T3.”
Quote in the paperSubstantial claim - Interpretationcitation
Parenting practices were responses to their youngsters' emotional problems.
“Parenting practices were responses to their youngsters’ emotional problems (Kerr & Stattin, 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kerr & Stattin, 2003
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
Parents may become more accommodating, helpful, involved, or invasive after recognizing signals from their emerging-adult children that they require help.
“They may indicate to their parents that they require help in the upcoming time, and their parents may become more accommodating, helpful, involved, or invasive after recognizing the signals (Deslandes et al., 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Deslandes et al., 2001
- Interpretationown data
Parental behaviors represent a slight direct threat to children's emotional health when they enter college.
“In sum, parental behaviors represent a slight direct threat to children’s emotional health when they enter college.”
Quote in the paperSubstantial claim - Interpretationown data
Excessive parental intervention or control is not the primary cause of emerging adults' emotional problems.
“The results of the two parts demonstrate that excessive parental intervention or control is not the primary cause of emerging adults’ emotional problems, and the increase in overparenting behavior is a reaction to such issues.”
Quote in the paperSubstantial claim - Interpretationown data
Autonomy could not buffer the longitudinal association between helicopter parenting and emotional issues among emerging adults.
“Unlike Hypothesis 2, this result suggested that autonomy could not buffer the longitudinal association between helicopter parenting and emotional issues among emerging adults.”
Quote in the paperSubstantial claim - Premisecitation
When children are maladjusted, parents will take action to help work through children's emotional problems, increasing their control and monitoring of children's thoughts and feelings.
“Second, when children are maladjusted, parents will take action to help work through children’s emotional problems, increasing their control and monitoring of children’s thoughts and feelings (Stattin & Kerr, 2000).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Stattin & Kerr, 2000 source
- Interpretationown data
Autonomy at T2 did not mediate the relationship between emotional problems at T3 and helicopter parenting at T1.
“However, it did not mediate the relationship between emotional problems at T3 and helicopter parenting at T1.”
Quote in the paperSubstantial claim - Premisecitation
Emerging adults may indicate to their parents that they require help in the upcoming time.
“They may indicate to their parents that they require help in the upcoming time, and their parents may become more accommodating, helpful, involved, or invasive after recognizing the signals (Deslandes et al., 2001).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Deslandes et al., 2001
- Premisecitation
After emerging-adult children enter college, overparenting tendencies diminish.
“Second, after emerging-adult children enter college, overparenting tendencies diminish (Nelson et al., 2021), suggesting that parental influence over their emotional well-being completely fades.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Nelson et al., 2021 source
- Interpretationcitation
Helicopter parenting may not be the direct or primary cause of depression and anxiety in college students.
“Although helicopter parenting may exacerbate emotional problems in emerging adults due to worsening parent-child relationships, it may not be the direct or primary cause of depression and anxiety in college students (Reed et al., 2016).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Reed et al., 2016 source
- Interpretationown data
Autonomy at T2 mediated the relationship between emotional problems at T1 and helicopter parenting at T3.
“According to all the results, autonomy at T2 mediated the relationship between emotional problems at T1 and helicopter parenting at T3.”
Quote in the paperSubstantial claim - Premisecitation
If young adults attempt to solve problems on their own (i.e., gain autonomy) or satisfy their independent requirements with the aid of counseling, they will take away from emotional distress.
“Nevertheless, if young adults attempt to solve problems on their own (i.e., gain autonomy) or satisfy their independent requirements with the aid of counseling (Wei et al., 2005), they will take away from emotional distress (McLeod et al., 2007).”
Quote in the paperSubstantial claim0 of 2 sources checked
- Classified as probably not a substantial claim. 27
- May combine two claims. 15
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMost studies revealed that helicopter parenting hurts adolescents and young adults.
“In contrast, most studies revealed that helicopter parenting hurts adolescents (Leung, 2020) and young adults (Wang et al., 2021).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Leung, 2020 source
The Overparenting and Adolescent Wellbeing section reports prior evidence linking overparenting to poorer wellbeing. But the Discussion and Results describe mixed findings for the Hong Kong adolescents studied: maternal overparenting was associated with more anxiety and depression, while paternal overparenting was associated with better life satisfaction. The source therefore supports potential harm to adolescents, not the unqualified claim that helicopter parenting hurts them; it also does not establish that most adolescent studies found harm. The young-adults portion is attributed to a different citation. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Wang et al., 2021 source
Classified as probably not a substantial claim.
PremisecitationUndergraduates who experienced helicopter parenting are more likely to have anxiety and depressive symptoms.
“According to these findings, undergraduates who experienced helicopter parenting are more likely to have anxiety and depressive symptoms (Cui et al., 2018).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Cui et al., 2018 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe Chinese version of the CESD showed good reliability in prior studies.
“Its Chinese vision showed good reliability in prior studies (e.g., Niu et al., 2021).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Niu et al., 2021 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationChildren must maintain their bodies for heredity purposes and contribute to society to honor the family.
“Children must maintain their bodies for heredity purposes and contribute to society to honor the family (Leung & Shek, 2018).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Leung & Shek, 2018 source
The Introduction (page unavailable) says personal achievement can bring pride and honor to the family. It does not say children must maintain their bodies for heredity or contribute to society, so those parts of the claim are unsupported. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
Findingown dataEmerging adults' emotional issues at Time 1 reduced their autonomy at Time 2, leading to increased helicopter parenting behaviors at Time 3.
“Emerging adults’ emotional issues at Time 1 reduced their autonomy at Time 2, leading to increased helicopter parenting behaviors at Time 3.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere was no significant age difference in all variables.
“The results of one-way ANOVA indicated that there was no significant age difference in all variables.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataThere was no significant gender difference in the variables measured in the first two times, except for the variables measured in the third time.
“The results of t-tests demonstrated no significant gender difference in the variables measured in the first two times, except for the variables measured in the third time.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe indirect effect was 0.028, accounting for 20.29% of the total effect.
“The indirect effect was 0.028, accounting for 20.29% of the total effect.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenFindings from the three models are comparable.
“Findings from the three models are comparable.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
FindingcitationFew variables differed by gender in this study and prior research.
“Few variables differed by gender in this study and prior research (Burke et al., 2018; Darlow et al., 2017).”
Quote in the paperNot a substantial claim0 of 2 sources checkedMay combine two claims.
Findingown dataThe 95% CI for the indirect path from emotional problems at T1 to helicopter parenting at T3 was [0.008, 0.066] and did not contain 0, indicating the indirect effect was significant.
“The 95% CI corresponding to the indirect path of emotional problems scores at T1 to helicopter parenting at T3 was [0.008, 0.066] and did not contain 0, indicating that the indirect effect was significant.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHelicopter parenting did not have a longitudinal impact on emotional difficulties among emerging adults in chronological order but was a way of time dislocation.
“Conversely, helicopter parenting did not have a longitudinal impact on emotional difficulties among emerging adults in chronological order but was a way of time dislocation.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationCross-lagged impacts existed between autonomous goal motivation and depression among undergraduates and graduates.
“cross-lagged impacts existed between autonomous goal motivation and depression among undergraduates and graduates (Moore et al., 2021)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Moore et al., 2021 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe Chinese version of the Basic Needs Satisfaction In General Scale showed good reliability in prior studies.
“whose Chinese version showed good reliability in prior studies (e.g., Shen et al., 2013).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Shen et al., 2013 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationThe Chinese version of the DASS depression subscale showed good reliability among Chinese college students.
“whose Chinese version also showed good reliability among Chinese college students (Gong et al., 2010).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gong et al., 2010
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationHelicopter parenting had a detrimental impact on autonomy (especially for females) or psychological needs, increasing anxiety and depressive symptoms among American and Chinese college students.
“The research has found that helicopter parenting had a detrimental impact on autonomy (especially for females) or psychological needs, increasing anxiety and depressive symptoms among American and Chinese college students (Schiffrin et al., 2019; Wang et al., 2021).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationHelicopter parents may believe that their youngsters still require additional guidance due to the emotional challenges they face in college.
“Helicopter parents may also believe that their youngsters still require additional guidance due to the emotional challenges they face in college (Darlow et al., 2017).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Darlow et al., 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitationThe Beck Anxiety Inventory was widely used in China and had good reliability among Chinese college students.
“which was widely used in China and had good reliability among Chinese college students (e.g., Zhou et al., 2018).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Zhou et al., 2018 source
Classified as probably not a substantial claim.
PremisecitationA change in one family member may affect other family members and the functions of the family system.
“Furthermore, a change in one family member may affect other family members and the functions of the family system (Bowen, 1993).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bowen, 1993
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 performance of autonomy in adolescents significantly predicted maternal control.
“the performance of autonomy in adolescents significantly predicted maternal control (Ravindran et al., 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ravindran et al., 2020 source
May combine two claims.
PremisecitationEmerging adults' emotional problems may further undermine their autonomy or their desire for independence, forcing them to lean more heavily on their parents for support and finally increasing the use of helicopter parenting.
“In contrast, emerging adults’ emotional problems may further undermine their autonomy or their desire for independence (Larde, 2020), forcing them to lean more heavily on their parents for support and finally increasing the use of helicopter parenting (Schiffrin et al., 2019).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Larde, 2020
- cites Schiffrin et al., 2019 source
Classified as probably not a substantial claim.
PremisecitationAs children grow up, their interactions with their parents should gradually shift from being in the "parental state versus child state" to being in the "adult state versus adult state."
“According to the theory of Berne (1968), as children grow up, their interactions with their parents should gradually shift from being in the “parental state versus child state” to being in the “adult state versus adult state.””
Quote in the paperSubstantial claim0 of 1 sources checked- cites Berne, 1968
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductcitationThe Chinese version of the helicopter parenting scale showed good reliability and validity among emerging Chinese adults.
“The Chinese version showed good reliability and validity among emerging Chinese adults (Wang et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wang et al., 2021 source
May combine two claims.
Study design and conductown dataThe scales all had good reliability and validity in the current study.
“The results indicated that the scales all had good reliability and validity in the current study.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationThere is an interaction between parenting practices and psychological development in children.
“There is an interaction between parenting practices and psychological development in children (Sameroff & Mackenzie, 2003).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sameroff & Mackenzie, 2003 source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationParenting practices did not predict adolescents' internalizing problems assessed a year later, but internalizing problems in teenagers did predict parenting practices measured a year later.
“Whereas parenting practices did not predict adolescents’ internalizing problems assessed a year later, internalizing problems in teenagers did predict parenting practices measured a year later (Reitz et al., 2006).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Reitz et al., 2006 source
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).
InterpretationreasoningFrom the perspective of the self-defense mechanism, decreased autonomy is probably a regression.
“From the perspective of the self-defense mechanism, the decreased autonomy is probably a regression.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationEmerging adults must continually maintain their dependence despite their urge to have independence as soon as possible.
“Emerging adults must continually maintain their dependence despite their urge to have independence as soon as possible (Odenweller et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Odenweller et al., 2014 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe statistical results of this study did not indicate any significant bias for the same methodology.
“even though the statistical results of this study did not indicate any significant bias for the same methodology.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningAlthough helicopter parenting could affect emerging adults' autonomy, which also could affect emerging adults' emotional difficulties at different times, helicopter parenting is more likely to be a reaction to emerging adults' maladaptation and lower autonomy.
“Although helicopter parenting could affect emerging adults’ autonomy, which also could affect emerging adults’ emotional difficulties at different times, helicopter parenting is more likely to be a reaction to emerging adults’ maladaptation and lower autonomy.”
Quote in the paperSubstantial claim- Rests on an assumption: Youngsters in collectivist cultures are more likely to believe that parents should always assist their children and that children have the right to ask for their support.
- Rests on an assumption: Parents in collectivist cultures desire to provide their emerging-adult children with much more help.
- Rests on an assumption: Chinese children frequently take on or internalize their parents’ hopes and expectations, and Chinese parents always make all efforts to ensure their children succeed.
- Rests on an assumption: Children’s achievement results from the collaborative efforts of parents and children.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThis study did not distinguish between father and mother in the measurement of helicopter parenting.
“Fifth, like most previous studies, this study did not distinguish between father and mother in the measurement of helicopter parenting, which is one of the future directions in this field.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningIn the parent-child interaction, emerging adults begin to play a more dominant role.
“In the parent-child interaction, emerging adults begin to play a more dominant role.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationWhen students struggle in college, they become more dependent on their parents for support, which leads to increased helicopter parenting.
“As a result, when students struggle in college, they become more dependent on their parents for support, which leads to increased helicopter parenting (Schiffrin et al., 2019).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Schiffrin et al., 2019 source
- Rests on an assumption: Youngsters in collectivist cultures are more likely to believe that parents should always assist their children and that children have the right to ask for their support.
- Rests on an assumption: Parents in collectivist cultures desire to provide their emerging-adult children with much more help.
- Rests on an assumption: Chinese children frequently take on or internalize their parents’ hopes and expectations, and Chinese parents always make all efforts to ensure their children succeed.
Classified as probably not a substantial claim.
InterpretationreasoningA retreated emerging adult will maintain the "child state" in parent-child interaction, leading parents to keep the "parental state."
“A retreated emerging adult will maintain the “child state” in parent-child interaction, leading parents to keep the “parental state.””
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningWhen emerging adults are maladjusted or in less self-determination, they may return to the "child state," and their parents may keep the "parent state" and give more help, interfere, or even control their college life.
“When emerging adults are maladjusted or in less self-determination, they may return to the “child state,” and their parents may keep the “parent state” and give more help, interfere, or even control their college life.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningEmerging adults' emotional problems reduced their autonomy, intensifying helicopter parenting.
“According to this result, emerging adults’ emotional problems reduced their autonomy, intensifying helicopter parenting.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCollege students are more likely to face temporary declines in self-assertion, self-evaluation, and autonomous behaviors if they experience more significant emotional difficulties at the beginning of the first semester.
“Explicitly speaking, college students are more likely to face temporary declines in self-assertion, self-evaluation, and autonomous behaviors if they experience more significant emotional difficulties at the beginning of the first semester (Moore et al., 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Moore et al., 2021 source
Classified as probably not a substantial claim.
Study design and conductnone givenThe cross-lagged analysis accounted for auto-regressive effects of the variables across the three measures, better revealing the relation between variables than regression analysis.
“Third, this study used a cross-lagged analysis to account for the auto-regressive effects of the variables across the three measures. This analysis better reveals the relation between the variables than the regression analysis.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Few studies have examined the impact of emotional problems among emerging adults on helicopter parenting.
“However, few studies have examined the impact of emotional problems among emerging adults on helicopter parenting.”
The paper relies on this without support.
No studies have examined autonomy as a mediator in the effect of emotional problems in emerging adults on helicopter parenting.
“No studies have examined autonomy as a mediator in the effect of emotional problems in emerging adults on helicopter parenting.”
The paper relies on this without support.
Earlier research mainly employed a cross-sectional design, which made it difficult to assess the relationship.
“However, earlier research mainly employed a cross-sectional design, which made it difficult to assess the relationship.”
The paper relies on this without support.
Parental influence wanes and children take center stage in parent-child interaction as individuation-separation proceeds into emerging adulthood.
“Since the start of the individuation-separation process, parental influence has been waning while children are taking center stage in parent-child interaction, gradually transitioning from “parental state versus child state” to “adult state versus adult state” in emerging adulthood.”
The paper relies on this without support.
Youngsters in collectivist cultures are more likely to believe that parents should always assist their children and that children have the right to ask for their support.
“Youngsters in collectivist cultures are more likely to believe that parents should always assist their children and that children have the right to ask for their support.”
The paper relies on this without support.
Parents in collectivist cultures desire to provide their emerging-adult children with much more help.
“Parents in collectivist cultures also desire to provide their emerging-adult children with much more help.”
The paper relies on this without support.
Chinese children frequently take on or internalize their parents’ hopes and expectations, and Chinese parents always make all efforts to ensure their children succeed.
“Chinese children frequently take on or internalize their parents’ hopes and expectations, and Chinese parents always make all efforts to ensure their children succeed.”
The paper relies on this without support.
Children’s achievement results from the collaborative efforts of parents and children.
“It appears that children’s achievement results from the collaborative efforts of parents and children.”
The paper relies on this without support.
The impact of emerging adults’ emotional issues on helicopter parenting and its underlying mechanisms is little known.
“The impact of emerging adults’ emotional issues on helicopter parenting and its underlying mechanisms is little known.”
The paper relies on this without support.
Multiple studies have used cross-sectional data to examine the relationship between helicopter parenting and emotional issues in emerging adults.
“Multiple studies have used cross-sectional data to examine the relationship between helicopter parenting and emotional issues in emerging adults.”
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(177) = 206.057reported p > .05 · recomputed p = .067
“χ2 (177) = 206.057, p > .05”
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.
Model 3 difference in degrees of freedom is wrong
MinorModels 3 and 4 have 48 and 41 degrees of freedom, respectively, giving a difference of 7 rather than the reported 5.
Reported 5 · recomputed 7
“| Model 3 | 109.923 | 48 | 0.972 | 0.957 | 0.056 | 0.046 | 14.864 | 5 | 0.048 |”
Discussion attributes the reverse effect to the wrong hypothesis
MinorThe discussion says Hypothesis 3 proposed that emotional problems predict helicopter parenting. The hypotheses section assigns that prediction to Hypothesis 2; Hypothesis 3 concerns mediation in the opposite direction.
“These findings were consistent with Hypothesis 3, which suggested that the emotional difficulties of college students may lead to increased helicopter parenting.”
“Autonomy plays a longitudinal mediating role in the effect of helicopter parenting on emotional problems in emerging adults (Hypothesis 3).”
Discussion mislabels the hypothesis about mediation from parenting to emotional problems
MinorThe discussion calls the proposed mediation of helicopter parenting's effect Hypothesis 2, whereas the hypotheses section calls it Hypothesis 3.
“Unlike Hypothesis 2, this result suggested that autonomy could not buffer the longitudinal association between helicopter parenting and emotional issues among emerging adults.”
“Autonomy plays a longitudinal mediating role in the effect of helicopter parenting on emotional problems in emerging adults (Hypothesis 3).”
Model 3 chi-square difference is miscalculated
MinorCompared with Model 4, the chi-square difference is 109.923 − 93.731 = 16.192, rather than 14.864.
Reported 14.864 · recomputed 16.192
“| Model 3 | 109.923 | 48 | 0.972 | 0.957 | 0.056 | 0.046 | 14.864 | 5 | 0.048 |”
Depressive-symptom severity ranges overlap
MinorScores from 14 to 20 are assigned both moderate and severe depressive-symptom categories.
“14 to 20 indicates moderate depressive symptoms”
“12 to 27 indicates severe depressive symptoms”
Reported participation patterns conflict with wave counts
MinorAll 418 retained students had Time 1 data, and 413 had Time 2 data, so only five could have missed Time 2. The claim that 26 students took only one measurement would require at least 26 to have missed Time 2.
“there were 418 valid data at Time 1 (T1, October 2019), 413 valid data at Time 2 (T2, December 2019), and 387 valid data at Time 3 (T3, October 2020).”
“Finally, all the data of 418 students were retained for analysis, including 26 students who took only one measurement and five who took two measurements.”
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BackgroundThe New Life Stage of Emerging Adulthood at Ages 18–29 Years: Implications for Mental Health
Arnett, J. J., Žukauskienė, R., & Sugimura, K. (2014) · The Lancet Psychiatry · doi:10.1016/s2215-0366(14)00080-7 · Cited by 1,896 · cited 1× · see citing works
“As emerging adults may experience a period of instability and uncertainty, emerging adulthood is a life stage with a high prevalence of emotional problems, particularly anxiety and depressive symptoms (Arnett et al., 2014).”
BackgroundExamining the association between parenting and childhood anxiety: a meta-analysis
McLeod, B. D., Wood, J. J., & Weisz, J. R. (2007) · Clinical Psychology Review · doi:10.1016/j.cpr.2006.09.002 · Cited by 1,159 · cited 1× · see citing works
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Research strategies for capturing transactional models of development: The limits of the possible
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BackgroundHelping or Hovering? The Effects of Helicopter Parenting on College Students’ Well-Being
Schiffrin, H. H., Liss, M., Miles-McLean, H., Geary, K. A., Erchull, M. J., & Tashner, T. (2014) · Journal of Child and Family Studies · doi:10.1007/s10826-013-9716-3 · Cited by 643 · see citing works
Games People Play: The Psychology of Human Relationships
Berne, E. (2016) · Virtual Defense Library (Ministerio de Defensa) · Cited by 594 · see citing works
Padilla‐Walker, L. M., & Nelson, L. J. (2012) · Journal of Adolescence · doi:10.1016/j.adolescence.2012.03.007 · Cited by 558 · see citing works
Does “hovering” matter? Helicopter parenting and its effect on well-being
LeMoyne, T., & Buchanan, T. (2011) · Sociological Spectrum · doi:10.1080/02732173.2011.574038 · Cited by 495 · cited 3× · see citing works
“…of Psychology, Liaoning Normal University, Dalian, Liaoning Province, PR China 2 Nantong Normal College, Nantong, Jiangsu Province, PR China 12 34 56 78 90 () ;,: 12 34 56 78 90 (); ,: hovered over their children are more likely to ensure their happiness and success (LeMoyne & Buchanan, 2011).”
BackgroundChildren's influence on family dynamics: The neglected side of family relationships.
Crouter, A. C., & BOOTH, A. R. (2003) · Cited by 427 · see citing works
Segrin, C. G., Woszidlo, A., Givertz, M., Bauer, A., & Murphy, M. T. (2012) · Family Relations · doi:10.1111/j.1741-3729.2011.00689.x · Cited by 419 · cited 1× · see citing works
“It is a kind of overparenting (Segrin et al., 2012) and includes at least three dimensions: high warmth, high control, and low autonomy support (Padilla-Walker & Nelson, 2012).”
BackgroundLittle Emperors: Behavioral Impacts of China's One-Child Policy
Cameron, L., Erkal, N., Gangadharan, L., & Meng, X. (2013) · Science · doi:10.1126/science.1230221 · Cited by 392 · cited 1× · see citing works
“To compete with others, they would like to assist their children in attending the “elite few,” which could lead to increased stress, emotional problems, social issues, decreased optimism, and even rebellion (Cameron et al., 2013).”
BackgroundWei, M., Shaffer, P. A., Young, S. K., & Zakalik, R. A. (2005) · Journal of Counseling Psychology · doi:10.1037/0022-0167.52.4.591 · Cited by 390 · cited 1× · see citing works
“Nevertheless, if young adults attempt to solve problems on their own (i.e., gain autonomy) or satisfy their independent requirements with the aid of counseling (Wei et al., 2005), they will take away from emotional distress (McLeod et al., 2007).”
BackgroundHelicopter Parents and Landing Pad Kids: Intense Parental Support of Grown Children
Fingerman, K. L., Cheng, Y., Wesselmann, E. D., Zarit, S. H., Furstenberg, F. F., & Birditt, K. S. (2012) · Journal of Marriage and the Family · doi:10.1111/j.1741-3737.2012.00987.x · Cited by 364 · cited 2× · see citing works
“Few studies have looked at the child gender difference of helicopter parenting and produced contradictory findings, with some suggesting that mothers assist their boys more than their daughters (Fingerman et al., 2012) and others suggesting the opposite (Somers & Settle, 2010).”
BackgroundResultJohnston, M. M., & Finney, S. J. (2010) · Contemporary Educational Psychology · doi:10.1016/j.cedpsych.2010.04.003 · Cited by 336 · cited 1× · see citing works
“Autonomy was measured using a section of the Basic Needs Satisfaction In General Scale (BNS-S; Johnston & Finney, 2010), whose Chinese version showed good reliability in prior studies (e.g., Shen et al., 2013).”
MethodCranford, J. A., Eisenberg, D., & Serras, A. M. (2008) · Addictive Behaviors · doi:10.1016/j.addbeh.2008.09.004 · Cited by 312 · cited 1× · see citing works
“Clinical levels of anxiety and depressive symptoms can cause college students’ low quality of life (Gan & Yuen Ling, 2019), cell phone addiction (Harrison et al., 2022), substance abuse (Cranford et al., 2009), and even suicide (Kalin, 2021).”
BackgroundParent and Child Traits Associated with Overparenting
Segrin, C., Woszidlo, A., Givertz, M., & Montgomery, N. (2013) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2013.32.6.569 · Cited by 265 · cited 1× · see citing works
“Second, excessive parenting can affect emerging adults’ selfrelated beliefs and emotions by lowering their self-efficacy (Reed et al., 2016), allowing them to form the internal locus of control (Kwon et al., 2016) and exhibit high levels of narcissism (Segrin et al., 2013).”
BackgroundInguglia, C., Ingoglia, S., Liga, F., Lo Coco, A., & Lo Cricchio, M. G. (2015) · Journal of Adult Development · doi:10.1007/s10804-014-9196-8 · Cited by 244 · see citing works
Investigating Helicopter Parenting, Family Environments, and Relational Outcomes for Millennials
Odenweller, K. G., Booth-Butterfield, M., & Weber, K. (2014) · Communication Studies · doi:10.1080/10510974.2013.811434 · Cited by 239 · cited 2× · see citing works
“Children may convey some signals for help to their parents, who may then offer additional assistance or step in for their children when it comes to problem-solving (Odenweller et al., 2014).”
BackgroundHelicopter Parenting and Emerging Adult Self-Efficacy: Implications for Mental and Physical Health
Reed, K., Duncan, J. M., Lucier-Greer, M., Fixelle, C., & Ferraro, A. J. (2016) · Journal of Child and Family Studies · doi:10.1007/s10826-016-0466-x · Cited by 228 · cited 3× · see citing works
“Although helicopter parenting may exacerbate emotional problems in emerging adults due to worsening parent-child relationships, it may not be the direct or primary cause of depression and anxiety in college students (Reed et al., 2016).”
BackgroundJenyns, L. (2011) · doi:10.1017/cbo9781139105385.010 · Cited by 228 · see citing works
Helicopter parents: an examination of the correlates of over-parenting of college students
Bradley‐Geist, J. C., & Olson‐Buchanan, J. B. (2014) · Education + Training · doi:10.1108/et-10-2012-0096 · Cited by 215 · see citing works
Kouros, C. D., Pruitt, M. M., Ekas, N. V., Kiriaki, R., & Sunderland, M. (2017) · Journal of Child and Family Studies · doi:10.1007/s10826-016-0614-3 · Cited by 195 · see citing works
Forbes, M. K., Fitzpatrick, S., Magson, N. R., & Rapee, R. M. (2018) · Journal of Youth and Adolescence · doi:10.1007/s10964-018-0922-6 · Cited by 162 · see citing works
The Relationship between Helicopter Parenting and Adjustment to College
Darlow, V., Norvilitis, J. M., & Schuetze, P. (2017) · Journal of Child and Family Studies · doi:10.1007/s10826-017-0751-3 · Cited by 156 · cited 2× · see citing works
“Few variables differed by gender in this study and prior research (Burke et al., 2018; Darlow et al., 2017).”
BackgroundResultShen, C.-X., Liu, R.-D., & Wang, D. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2012.08.004 · Cited by 148 · cited 1× · see citing works
“Autonomy was measured using a section of the Basic Needs Satisfaction In General Scale (BNS-S; Johnston & Finney, 2010), whose Chinese version showed good reliability in prior studies (e.g., Shen et al., 2013).”
MethodYumeng, C. H. E. N., Zhang, Y., Guoliang, Y. U., & 俞, 国. (2022) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2022.00991 · Cited by 134 · see citing works
Anxiety, Depression, and Suicide in Youth
Kalin, N. H. (2021) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2020.21020186 · Cited by 131 · cited 1× · see citing works
“Clinical levels of anxiety and depressive symptoms can cause college students’ low quality of life (Gan & Yuen Ling, 2019), cell phone addiction (Harrison et al., 2022), substance abuse (Cranford et al., 2009), and even suicide (Kalin, 2021).”
BackgroundLuebbe, A. M., Mancini, K. J., Kiel, E. J., Spangler, B. R., Semlak, J. L., & Fussner, L. M. (2018) · Assessment · doi:10.1177/1073191116665907 · Cited by 121 · see citing works
Schiffrin, H. H., Erchull, M. J., Sendrick, E., Yost, J. C., Power, V., & Saldanha, E. R. (2019) · Journal of Child and Family Studies · doi:10.1007/s10826-019-01513-6 · Cited by 118 · cited 8× · see citing works
“The three variables correlated significantly with one another at each time point, which is also consistent with the findings of prior cross-sectional studies (Schiffrin et al., 2019).”
BackgroundResultInfluentialAnxiety, depression and quality of life of medical students in Malaysia.
Gan, G. G., & Yuen Ling, H. (2019) · PubMed · Cited by 112 · see citing works
“I will guide you” The indirect link between overparenting and young adults׳ adjustment
Rousseau, S., & Scharf, M. (2015) · Psychiatry Research · doi:10.1016/j.psychres.2015.05.016 · Cited by 103 · cited 2× · see citing works
“These studies have been conducted not only in the United States (LeMoyne & Buchanan, 2011) but also in Turkey (Ulutas & Aksoy, 2014), Israel (Rousseau & Scharf, 2015), South Korea (Kwon et al., 2016), Spain (Kouros et al., 2017), Ireland (Reilly & Semkovska, 2018), Finland (Cui et al., 2018) and China (Wang et al., 20…”
BackgroundReitz, E., Deković, M., Meijer, A. M., & Engels, R. C. M. E. (2006) · The Journal of Early Adolescence · doi:10.1177/0272431606288591 · Cited by 103 · cited 2× · see citing works
“Whereas parenting practices did not predict adolescents’ internalizing problems assessed a year later, internalizing problems in teenagers did predict parenting practices measured a year later (Reitz et al., 2006).”
BackgroundKwon, K., Yoo, G., & Bingham, G. E. (2015) · Journal of Child and Family Studies · doi:10.1007/s10826-015-0195-6 · Cited by 100 · see citing works
Games People Play: The Psychology of Human Relationships
Christman, C. L. (1968) · Journal of Music Therapy · doi:10.1093/jmt/5.3.88-b · Cited by 97 · see citing works
Lee, J., & Kang, S. (2018) · Journal of Child and Family Studies · doi:10.1007/s10826-018-1193-2 · Cited by 85 · cited 2× · see citing works
“In collective cultures, helicopter parenting might benefit teenagers and emerging adults (Lee & Kang, 2018).”
BackgroundValidation of the Perceived Chinese Overparenting Scale in Emerging Adults in Hong Kong
Leung, J. T. Y., & Shek, D. T. L. (2018) · Journal of Child and Family Studies · doi:10.1007/s10826-017-0880-8 · Cited by 66 · see citing works
Niu, L., He, J., Cheng, C., Yi, J., Wang, X., & Yao, S. (2021) · BMC Psychiatry · doi:10.1186/s12888-021-03474-x · Cited by 57 · cited 1× · see citing works
“Its Chinese vision showed good reliability in prior studies (e.g., Niu et al., 2021).”
MethodLema-Gómez, L., Arango-Paternina, C. M., Eusse-López, C., Petro, J. L., Petro-Petro, J., López-Sánchez, M., Watts-Fernández, W., & Perea-Velásquez, F. (2021) · BMC Public Health · doi:10.1186/s12889-021-12403-2 · Cited by 54 · cited 1× · see citing works
“Regarding social factors, some research has focused on the association between familial factors and emotional problems in young people (Kim et al., 2020; Lema-Gómez et al., 2021).”
BackgroundBurke, T. J., Segrin, C., & Farris, K. L. (2018) · Journal of Family Communication · doi:10.1080/15267431.2018.1467913 · Cited by 52 · cited 1× · see citing works
“Few variables differed by gender in this study and prior research (Burke et al., 2018; Darlow et al., 2017).”
ResultFamily Differentiation, Peer Differentiation, and Adolescent Adjustment in a Clinical Sample
Gavazzi, S. M., Anderson, S. A., & Sabatelli, R. M. (1993) · Journal of Adolescent Research · doi:10.1177/074355489382005 · Cited by 50 · cited 1× · see citing works
“The young person must strike a balance between their unique demands and their parents’ need for emotional connection when they go through the differentiation from adolescence (Gavazzi et al., 1993).”
BackgroundTypology of parent–child ties within families: Associations with psychological well-being.
Kim, K., Birditt, K. S., Zarit, S. H., & Fingerman, K. L. (2019) · Journal of Family Psychology · doi:10.1037/fam0000595 · Cited by 50 · cited 1× · see citing works
“Regarding social factors, some research has focused on the association between familial factors and emotional problems in young people (Kim et al., 2020; Lema-Gómez et al., 2021).”
BackgroundHelicopter Parenting and Young Adults’ Well-Being: A Comparison Between United States and Finland
Cui, M., Janhonen-Abruquah, H., Darling, C. A., Carlos Chavez, F. L., & Palojoki, P. (2019) · Cross-Cultural Research · doi:10.1177/1069397118802253 · Cited by 49 · cited 5× · see citing works
“According to these findings, undergraduates who experienced helicopter parenting are more likely to have anxiety and depressive symptoms (Cui et al., 2018).”
BackgroundResultInfluentialLoukas, A. (2009) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-009-9335-z · Cited by 45 · cited 2× · see citing works
“…the lack of study on the effects of emotional issues among emerging adults on helicopter parenting, studies on the relationships between internalizing problems (including anxiety and depression) among teenagers and parenting behaviors have provided some evidence (Loukas, 2009; Reitz et al., 2006).”
BackgroundToo Much of a Good Thing: Perceived Overparenting and Wellbeing of Chinese Adolescents in Hong Kong
Leung, J. T. Y. (2020) · Child Indicators Research · doi:10.1007/s12187-020-09720-0 · Cited by 43 · cited 1× · see citing works
“In contrast, most studies revealed that helicopter parenting hurts adolescents (Leung, 2020) and young adults (Wang et al., 2021).”
ResultRavindran, N., Hu, Y., McElwain, N. L., & Telzer, E. H. (2020) · Journal of Family Psychology · doi:10.1037/fam0000588 · Cited by 41 · cited 1× · see citing works
“For instance, cross-lagged impacts existed between autonomous goal motivation and depression among undergraduates and graduates (Moore et al., 2021); the performance of autonomy in adolescents significantly predicted maternal control (Ravindran et al., 2020).”
BackgroundDepression, anxiety and delinquency: Results from the Pittsburgh Youth Study
Jolliffe, D., Farrington, D. P., Brunton-Smith, I., Loeber, R., Ahonen, L., & Palacios, A. P. (2019) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2018.08.004 · Cited by 38 · cited 1× · see citing works
“Third, a variety of undesired behaviors are also present alongside children’s emotional issues (Jolliffe et al., 2019), which may prevent parents from implementing effective parental involvement (higher levels of helicopter parenting) for emotional reactions in them (Kerr & Stattin, 2003).”
BackgroundWang, J., Lai, R., Yang, A., Yang, M., & Guo, Y. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.08.078 · Cited by 37 · cited 13× · see citing works
“With the approval of IRB, two schools were randomly selected from the 21 schools of a university in Northeast China.”
BackgroundResultInfluentialMoore, E., Holding, A. C., Moore, A., Levine, S. L., Powers, T. A., Zuroff, D. C., & Koestner, R. (2021) · Journal of Counseling Psychology · doi:10.1037/cou0000438 · Cited by 36 · cited 2× · see citing works
“For instance, cross-lagged impacts existed between autonomous goal motivation and depression among undergraduates and graduates (Moore et al., 2021); the performance of autonomy in adolescents significantly predicted maternal control (Ravindran et al., 2020).”
BackgroundLongitudinal Predictors of Helicopter Parenting in Emerging Adulthood
Nelson, L. J., Padilla-Walker, L. M., & McLean, R. D. (2021) · Emerging Adulthood · doi:10.1177/2167696820931980 · Cited by 35 · see citing works
Hall, E. D., Shebib, S. J., & Scharp, K. M. (2020) · Journal of Family Communication · doi:10.1080/15267431.2020.1859510 · Cited by 22 · see citing works
Reilly, S., & Semkovska, M. (2018) · Adolescent Psychiatry · doi:10.2174/2210676608666180508130224 · Cited by 21 · cited 3× · see citing works
“…conducted not only in the United States (LeMoyne & Buchanan, 2011) but also in Turkey (Ulutas & Aksoy, 2014), Israel (Rousseau & Scharf, 2015), South Korea (Kwon et al., 2016), Spain (Kouros et al., 2017), Ireland (Reilly & Semkovska, 2018), Finland (Cui et al., 2018) and China (Wang et al., 2021).”
BackgroundFeng, B. C., Zhang, Y., Zhang, L., Xie, X., & Geng, W. (2020) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.8832 · Cited by 20 · cited 1× · see citing works
“A negative selfconcept can signify poor adjustment, which commonly presents with emotional problems like anxiety and depressive symptoms and includes poor decision-making and low capabilities (Feng et al., 2020).”
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Cosgrove, K. T., Kerr, K. L., Aupperle, R. L., Ratliff, E. L., DeVille, D. C., Silk, J. S., Burrows, K., Moore, A. J., Antonacci, C., Misaki, M., et al. (2019) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2019.100729 · Cited by 13 · cited 1× · see citing works
“Subclinical anxiety and depressive symptoms can also affect academic performance (Al-Qaisy, 2011), peer relationships (Forbes et al., 2019), and families (Cosgrove et al., 2019).”
BackgroundHarrison, A. G., Beal, A., & Armstrong, I. (2020) · Clinical Neuropsychologist · doi:10.1080/13854046.2020.1842501 · Cited by 13 · see citing works
Confirmatory Factor Analysis of the Beck Anxiety Inventory Among Chinese Postgraduates
Zhou, Y., An, J., Cheng, M., Sheng, L., Rui, G., Mahefuzha, M., & Yao, J. (2018) · Social Behavior and Personality: an international journal · doi:10.2224/sbp.6923 · Cited by 5 · cited 1× · see citing works
“Anxiety symptoms at T3 were measured using 21 items of the Beck Anxiety Inventory (BAI; Beck et al., 1988), which was widely used in China and had good reliability among Chinese college students (e.g., Zhou et al., 2018).”
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Makelele, B. M., & Wewirhu, C. B. (2017) · Research in psychology and behavioral sciences · doi:10.12691/rpbs-5-1-4 · Cited by 2 · see citing works
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Li, D., Li, W., & Zhu, X. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1231920 · Cited by 34 · see citing works
Mao, Y., Luo, X., Wang, S., Mao, Z., Xie, M., & Bonaiuto, M. (2024) · British Journal of Educational Psychology · doi:10.1111/bjep.12661 · Cited by 32 · see citing works
Rosa, V. L. L., Ching, B. H., & Commodari, E. (2024) · The Journal of Genetic Psychology · doi:10.1080/00221325.2024.2413490 · Cited by 28 · see citing works
“Moreover, characteristics associated with overparenting in China, such as anticipatory problem-solving and excessive emotional engagement, are similar to those observed in the USA (Leung & Shek, 2019; Segrin et al., 2022).”
InfluentialChen, S., Liao, J., Wang, X., Wei, M., & Liu, Y. (2023) · Sleep Medicine · doi:10.1016/j.sleep.2023.09.033 · Cited by 28 · see citing works
Ching, B. H., Li, X., & Chen, T. T. (2023) · Journal of Youth and Adolescence · doi:10.1007/s10964-023-01815-5 · Cited by 21 · see citing works
Sadoughi, M. (2024) · Acta Psychologica · doi:10.1016/j.actpsy.2024.104579 · Cited by 23 · see citing works
Helicopter parenting and college student depression: the mediating effect of physical self-esteem
Wang, C., Shi, H., & Li, G. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1329248 · Cited by 13 · see citing works
“Research suggests that personal demographics such as gender, age, and family socioeconomic status can significantly impact parenting styles and depression (42, 43).”
BackgroundHelicopter Parenting and Youth Affective Well-Being: Need Satisfaction as a Within-Family Mediator
Wang, Y., Boele, S., Bülow, A., Keijsers, L., & Hawk, S. T. (2025) · Journal of Youth and Adolescence · doi:10.1007/s10964-025-02164-1 · Cited by 14 · see citing works
“To date, the only study that examined the time-lagged mediating effects of autonomy satisfaction between helicopter parenting and emotional problems in Chinese adolescents (Gao et al., 2022) was restricted by confounding parenting effects at the between-and within-family levels.”
InfluentialWang, Y., Hawk, S. T., & Branje, S. (2023) · Journal of Research on Adolescence · doi:10.1111/jora.12884 · Cited by 12 · see citing works
Gao, W., Hou, Y., Nelson, L. J., Xu, Y., & Meng, L. (2024) · Journal of Adult Development · doi:10.1007/s10804-024-09483-w · Cited by 9 · see citing works
Self-citationWenLi, Z., Tiemei, X., Li, S., Yu, Q., Jingbo, Z., & Sijie, S. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1433262 · Cited by 7 · see citing works
Wang, Y., Boele, S., Keijsers, L., & Hawk, S. T. (2025) · Journal of Adolescence · doi:10.1002/jad.12527 · Cited by 7 · see citing works
“This expands previous findings that helicopter parenting can be a response to youth adjustment difficulties and family dysfunction (Gao et al. 2022; Leung 2021; Wang et al. 2023); certain helicopter parental behaviors might also be responses to har-monious family relationships.”
Yan, G., Liu, L., Liu, M., Jiang, X., Chen, P., Li, M., Ma, Q., Li, Y., Duan, S., You, R., et al. (2024) · Frontiers in Nutrition · doi:10.3389/fnut.2024.1381995 · Cited by 4 · see citing works
Liu, M., Chen, J., Qiu, J., Chen, W., Tang, S., & Zeng, Z. (2025) · Scientific Reports · doi:10.1038/s41598-025-28567-5 · Cited by 3 · see citing works
“The core features of Consolidated Helicopter Parenting are excessive protection and control, which deprive adolescents of opportunities to practice autonomous decision-making and emotional regulation, thereby hindering the development of their self-regulation abilities 10,42 .”
Hu, N., Chen, K., Ye, L., Liu, H., Cai, D., Zhang, H., & Zhao, Y. (2025) · Behavioral Sciences · doi:10.3390/bs15091235 · Cited by 6 · see citing works
A person-centered analysis of the personality-value relationships among Chinese adolescents
Chen, Y., Fan, C., Guo, Y., Gao, R., Yu, Y., & Liu, Q. (2024) · Current Psychology · doi:10.1007/s12144-024-06379-6 · Cited by 3 · see citing works
“…outcomes such as egocentrism (Leung et al., 2021), poor self-regulatory skills (Cui et al., 2018), inter-personal conflict (Nie et al., 2023), lack of resilience and adjustment (Darlow et al., 2017; Low & Chong, 2023), as well as emotional problems (Gao et al., 2023; Vigdal & Brønnick, 2022).”
InfluentialZhao, Y., Liu, Y., Jin, L., Hao, H., & Lyu, H. (2025) · Journal of Adolescence · doi:10.1002/jad.70036 · Cited by 2 · see citing works
Liu, X., Yang, K., Hong, J., Xu, J., & Yang, D. (2025) · Social Psychology of Education · doi:10.1007/s11218-024-09983-3 · Cited by 3 · see citing works
“The participants’ unique cultural background often leads them to perceive helicopter parenting as supportive and caring (Gao et al., 2023, 2024), with fewer negative evaluations (Hwang et al., 2022).”
Intrusive Parenting and Adolescent Information Management
Padilla‐Walker, L. M., Jankovich, M. O., & Archibald, C. (2024) · Cambridge University Press eBooks · doi:10.1017/9781009418652.009 · Cited by 1 · see citing works
Gao, W., Cao, Y., Hao, S., Hou, Y., Yu, A., & Meng, L. (2025) · Journal of Youth and Adolescence · doi:10.1007/s10964-025-02171-2 · Cited by 1 · see citing works
“In contrast, anxiety among Chinese emerging adults and adolescents can escalate parental helicopter parenting or overparenting (Gao et al., 2023; Leung, 2021).”
InfluentialSelf-citationZhou, P., Liu, Y., Xiao, M., Chen, H., Sun, X. D., Xiong, Z., & Zhang, Y. (2025) · Children and Youth Services Review · doi:10.1016/j.childyouth.2025.108249 · Cited by 1 · see citing works
Feeling worse, feeling more overprotected: An experience sampling study among adolescents
Boele, S., Bülow, A., van der Kaap‐Deeder, J., Rote, W. M., & Keijsers, L. (2026) · Child Development · doi:10.1093/chidev/aacag059 · Cited by 1 · see citing works
Flamant, N., Soenens, B., Tiemeier, H. W., Waterschoot, J., & Prinzie, P. (2026) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.70166 · Cited by 1 · see citing works
Wang, H., Wang, X., Meng, F., & Hai-ying, W. (2026) · Applied Research in Quality of Life · doi:10.1007/s11482-026-10671-x · Cited by 1 · see citing works
Parenting and Adolescent Anxiety Within Families - A Biweekly Longitudinal StudyPreprint
Barbarić, L. Š., Yıldız, E., Yavuz-Şala, F. C., Düzen, A., Keijsers, L., & Boele, S. (2023) · doi:10.31234/osf.io/anfp2
Reconsidering Parenting and Parental Knowledge
Smetana, J. G., Campione-Barr, N., & Tilton-Weaver, L. C. (2024) · Cambridge University Press eBooks · doi:10.1017/9781009418652.007
Parental Support as a Catalyst for Enhancing Emotional Stability among University Students
Fiaz, M., Habib, M., & Sharif, A. M. (2026) · Qlantic journal of social sciences. · doi:10.55737/qjss.vii-i.26470
Broader autism phenotype, the default mode network, and brain entropy: A network-level hypothesis
Dubey, S., Sarkhel, S., Sengupta, S., Dubey, M. J., Ghosh, R., & Benito‐León, J. (2026) · Research in Neurodiversity · doi:10.1016/j.rin.2026.100044
“…family stress can influence adjustment, anxiety, depression, decisional procrastination, coping, and adaptability in adolescents and emerging adults (Pistella et al., 2022; LeBlanc & Lyons, 2022; Turner et al., 2020; Wang et al., 2021; Wu et al., 2023; Gao et al., 2023; Vigdal & Brønnick, 2022).”
Zhao, F., Hou, J., & Zhang, L. (2026) · Research Square · doi:10.21203/rs.3.rs-9661870/v1
Wu, Y., Yuan, Y., & Wang, Z. (2026) · Journal of Adolescence · doi:10.1002/jad.70202 · Cited by 1 · see citing works
Jiang, Y.-Q., Feng, L., & Le, H. (2026) · Behavioral Science · doi:10.3390/bs16081351
“Previous studies have linked helicopter parenting to poorer adjustment among youth, in‑ cluding lower autonomy, emotional difficulties, and academic maladjustment (Ching et al., 2023b; Gao et al., 2023; L. Li et al., 2024; W. Wu et al., 2023).”
Zhou, Z., He, Q., Qi, W., & Miao, M. (2026) · Journal of Pacific Rim Psychology · doi:10.1177/18344909261478831
- Authors
- Gao, W., Hou, Y., Hao, S., & Yu, A.
- Affiliations
- Liaoning Normal University (CN)
- Corresponding author
- Gao, Wen
- ORCID
- Gao, Wen
- Venue
- Journal of Youth and Adolescence
- Published
- 2022-11-15
- Volume
- 52
- Issue
- 2
- Pages
- 393-405
- ISSN
- 0047-2891 (ISSN-L)
- 1573-6601
- PMC
- PMC9667003
- OpenAlex
- W4309116511
- Semantic Scholar
- 0933c7247ef07884354e5e036678acc0fe16cf66
- Cited by
- 32
- References
- 68
- Citations by year
- 2026: 9 · 2025: 9 · 2024: 9 · 2023: 5
- FWCI
- 4.87
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Youth and Adolescence (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Planning Projects of National Education Science in China. (DEA220351)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Sociology and Political Science › Psychosocial Factors Impacting Youth
- Social Sciences › Psychology › Social Psychology › Attachment and Relationship Dynamics
- Keywords
- helicopter parenting, emotional problems, emerging adults, autonomy, anxiety, depressive symptoms, parent-child relationship, coming of age, reciprocal effects, mediation, Chinese university students
- MeSH terms
- Adolescent, Adult, Anxiety, Anxiety Disorders, Female, Humans, Male, Parent-Child Relations, Parenting
About these checks
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.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-20.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-20.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
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