Latent Profiles and Transition of Academic Burnout and Their Relationship with Posttraumatic Stress Symptoms Among Chinese Adolescents Following the Yancheng Tornado
ABSTRACT This pilot study examined the profiles and transitions of academic burnout among adolescents following the Yancheng tornado in China, using latent profile analysis and latent transition analysis. It also explored how posttraumatic stress symptoms (PTSS) were related to their transitions. A total of 202 adolescents were surveyed at 9 (T1), 12 (T2), and 18 months (T3) after the tornado. The results identified three profiles of academic burnout among adolescents, including the low academic burnout group (57.43% at T1, 44.55% at T2, and 46.54% at T3), the moderate academic burnout group (31.43% at T1, 39.60% at T2, and 40.59% at T3), and the high exhaustion-alienation group (10.89% at T1, 15.84% at T2, and 12.87% at T3). The low and moderate academic burnout groups were more stable, compared to the high exhaustion-alienation group, which tended to transition into the moderate academic burnout group. From T2 to T3, adolescents with higher levels of PTSS were significantly less likely to move from the moderate academic burnout group to the low academic burnout group. These findings highlight the importance of the heterogeneity in academic burnout among adolescents, as well as the predictive role of PTSS, informing effective strategies for prevention and intervention.
- Research Article
1
- 10.3389/fpsyg.2026.1701455
- Mar 10, 2026
- Frontiers in Psychology
This study employed a person-centered approach to identify latent profiles of academic burnout among Chinese university students and to examine the associations between academic burnout profiles and smartphone addiction, sleep quality, and mindfulness. A sample of 2,948 Chinese university students was recruited to complete measures of academic burnout, smartphone addiction, sleep quality, and mindfulness. Latent profile analysis (LPA) was used to identify distinct burnout profiles, and multinomial logistic regression was used to analyze factors associated with profile membership. Three distinct profiles of academic burnout were identified: a Low Burnout profile (18.15%), a Medium Burnout profile (50.88%), and a High Burnout profile (30.97%). The profiles differed significantly on all correlates, with the high burnout group exhibiting the most severe smartphone addiction, the poorest sleep quality, and the lowest mindfulness. Regression analysis revealed that higher smartphone addiction and poorer sleep quality were significantly associated with membership in the Medium and High Burnout profiles relative to the Low Burnout profile, whereas higher mindfulness was significantly associated with lower likelihood of belonging to higher burnout profiles. Academic burnout among Chinese university students is a heterogeneous experience, with a majority falling into an at-risk or intermediate state. Smartphone addiction, poor sleep, and low mindfulness are associated with higher burnout risk. These findings highlight the need for universities to develop targeted, profile-based interventions to provide precise and effective mental health support. However, due to the cross-sectional design, causal relationships cannot be inferred.
- Front Matter
20
- 10.1016/j.jadohealth.2020.05.005
- Jul 29, 2020
- Journal of Adolescent Health
Using Latent Profile Analysis and Related Approaches in Adolescent Health Research
- Research Article
9
- 10.1016/j.appet.2024.107728
- Oct 23, 2024
- Appetite
Negative emotional eating patterns in Chinese adolescents: A replication and longitudinal extension with latent profile and transition analyses
- Research Article
12
- 10.1177/00207640241264662
- Jul 25, 2024
- The International Journal of Social Psychiatry
Background:Since the Russian full-scale invasion of Ukraine, over 10 million Ukrainians have been displaced from their homes. This has contributed to an increase in post-traumatic stress (PTS) symptoms in both refugees and internally displaced persons (IDPs). Previous research has suggested that refugees may experience higher levels of PTS due to additional stressors inherent in migration to a new country, language barriers and separation from family and social support. PTS symptoms may also be exacerbated by avoidant coping which we proposed would be more prevalent amongst refugees because of the isolating effects of migration-related stressors.Aims:The present study aimed to investigate the relationship between PTS symptoms, resilience and avoidant coping in refugees and IDPs. We predicted that refugees would report higher levels of PTS symptoms and use of avoidant coping strategies, and that avoidant coping would mediate the effect of resilience on PTS symptoms. We tested a moderated mediation model to examine whether this effect differed between IDPs and refugees.Methods:A total of 229 women (108 IDPs and 121 refugees), who were displaced after the full-scale invasion, were recruited using online platforms and volunteering centres. They completed an online questionnaire comprising measures of PTS, resilience and coping.Results:We found no significant differences in resilience, PTS symptoms or reported use of avoidance coping strategies between refugees and IDPs. As expected, avoidance coping mediated the negative association between resilience and PTS symptoms, but no group differences in this effect were observed.Conclusions:Contrary to previous research, our findings indicate that PTS symptoms may be similarly problematic for refugees and IDPs. This may be due to increased time since the invasion as many refugees may have had time to adjust. Use of avoidant coping strategies may exacerbate PTS symptoms and our study highlights the need for mental health interventions aimed at reducing PTS symptoms in Ukrainian IDPs and refugees through fostering resilience and adaptive coping strategies.
- Research Article
9
- 10.1016/j.jad.2024.06.024
- Jun 10, 2024
- Journal of Affective Disorders
Could school climate moderate the relationship between school bullying patterns and academic burnout in Chinese adolescents: A large cross-sectional study
- Research Article
13
- 10.1002/jts.22099
- May 23, 2016
- Journal of Traumatic Stress
Nonoffending mothers of sexually abused children often exhibit high levels of posttraumatic stress (PTS) symptoms. Emerging evidence suggests that trait-like individual differences in sensitivity to disgust play a role in the development of PTS symptoms. One such individual difference, disgust sensitivity, has not been examined as far as we are aware among victims of secondary traumatic stress. The current study examined associations between disgust sensitivity and PTS symptoms among mothers of sexually abused children (N = 72). Mothers completed the Impact of Event Scale-Revised and the Three Domain Disgust Scale (Tybur, Lieberman, & Griskevicius, 2009). More than one third of mothers scored above a suggested cutoff (mean score = 1.5) for high levels of PTS symptoms. Hierarchical linear regression analysis results indicated that sexual disgust sensitivity (β = .39, p = .002) was associated with PTS symptoms (R(2) = .18). An interaction analysis showed that sexual disgust sensitivity was associated with maternal PTS symptoms only when the perpetrator was not biologically related to the child (β = -.32, p = .047; R(2) = .28). Our findings suggested that sexual disgust sensitivity may be a risk factor for developing PTS symptoms among mothers of sexually abused children.
- Research Article
40
- 10.3390/ijerph16112024
- Jun 1, 2019
- International Journal of Environmental Research and Public Health
Background: The purpose of the current survey-based study was to identify patterns of academic burnout and their antecedents among secondary school students. Methods: Secondary school students (n = 1209) completed a survey measuring academic burnout, physical activity, and mental toughness. Results: Using latent profile analyses, three burnout profiles were identified: a âmoderately engaged groupâ (n = 699; 57.8%), a âburnout groupâ (n = 389; 32.2%), and a âwell-functioning groupâ (n = 121; 10.0%). Group comparisons revealed that the âwell-functioning groupâ reported significantly higher levels of physical activity and mental toughness than the other two groups. Conclusions: These findings suggest that lack of physical activity and mental toughness are potential risk factors for academic burnout. These findings may inform the development of intervention programs for academic burnout.
- Research Article
- 10.22251/jlcci.2023.23.19.113
- Oct 15, 2023
- Korean Association For Learner-Centered Curriculum And Instruction
Objectives This study aimed to explore whether the five profiles of job burnout identified in the research by Leiter & Maslach (2016) are also evident in academic burnout. Additionally, the study investigated the cognitive and emotional regulatory coping strategies exhibited by each profile identified in academic burnout, as well as the as-sociations with relevant variables associated with academic burnout.
 Methods To this end, this study conducted latent profile analysis and multinomial logistic regression on 307 job seekers in their 20s using the R 4.2.2 program with the Maslach Burnout Inventory-student survey (MBI-SS).
 Results The profiles derived from this study were found to be similar to the five optimal profiles identified in the research by Leiter & Maslach (2016). Each profile exhibited similarities to the profiles identified in Leiter & Maslach's (2016) study. Specifically, in the case of âBurnout,â the profile appeared to adhere more faithfully to the concept of the profile than the research findings of Leiter & Maslach (2016). However, in the case of âDisengaged,â contrary to what Leiter & Maslach (2016) claimed, it showed an increase in both cynicism and exhaustion. Regarding the validated predictors of each latent profile classification, it was found that the group with high aca-demic burnout exhibited higher levels of accommodative coping strategies and lower levels of problem-solving coping strategies in cognitive and emotional regulation strategies. Furthermore, in terms of the associations with academic-related variables, the high academic burnout group displayed lower academic self-efficacy and higher tendencies for academic procrastination, fear of failure, and lack of learning motivation compared to other groups.
 Conclusions The close association between academic burnout and academic procrastination and academic self-efficacy suggests the need for future research to focus on the causal relationship between these constructs. Furthermore, theoretical and intervention implications for future strategies were discussed.
- Research Article
8
- 10.3389/fpsyt.2022.892014
- May 31, 2022
- Frontiers in Psychiatry
To investigate the prevalence of post-traumatic stress symptoms (PTSSs) and analyze the influencing factors of PTSS among adolescents in a large sample study during the COVID-19 pandemic, we did a cross-sectional study by collecting demographic data and mental health measurements from a large group of 175,318 adolescents in 32 Chinese provinces and autonomous regions, using the Impact of Event Scale-Revised (IES-R) that was used to measure the PTSS of the participants. The results showed that the prevalence of PTSS was 35.7% in Chinese adolescents during the COVID-19 pandemic. Binary logistic regression analysis showed that, for the personal risk factors, the older age, female gender, the personality domains of extroversion, the irregular sleep schedule, the lack of aerobic exercise, and the lack of peer support were associated with the higher levels of PTSS. The family subjective and objective factors were associated with higher levels of PTSS. Our findings suggested that family factors are the most important factors that affect Chinese adolescents' PTSS due to the longtime home quarantine.
- Research Article
5
- 10.1186/s12889-023-17133-1
- Nov 8, 2023
- BMC Public Health
BackgroundThe COVID-19 pandemic has had a significant negative impact on public health, prompting scholarly research in related fields. In this context, the present study reveals the psychological characteristics of adolescents in ethnic minority areas of China approximately five months after the 2020 outbreak of the COVID-19 pandemic, explores the relationship between intrusive rumination and academic burnout, and examines the role of post-traumatic stress symptoms (PTSS) and cognitive reappraisal in the relationship to provide an empirical foundation for developing effective psychological interventions for adolescents in the wake of the pandemic.MethodsBased on cluster sampling, 941 middle school students (65.36% female, 74.71% senior high, Mage=15.95) in ethnic minority areas of China were surveyed using the Event Related Rumination Scale, Adolescent Academic Burnout Scale, Post-traumatic Stress Checklist Scale, Emotion Regulation Strategy Scale, and a self-designed demographic questionnaire.ResultsDuring the COVID-19 pandemic, 7.44% of Chinese ethnic minority adolescents in our study sample were classified as PTSD positive, and 10.95% exhibited partial PTSD. Intrusive rumination significantly predicted academic burnout, and PTSS played a key mediating role between the two, accounting for 58.51% of the total effect. After controlling for PTSS, cognitive reappraisal moderated the effects of intrusive rumination on academic burnout. Specifically, the effect of intrusive rumination on academic burnout decreased with improvement in cognitive reappraisal.ConclusionsIntrusive rumination indirectly affected academic burnout in adolescents through PTSS as a crucial mediator, and the remnant direct effect was alleviated by cognitive reappraisal. This finding emphasises the importance of adopting a comprehensive approach that encompasses cognitive, emotional, and physiological symptoms to understand and address academic burnout among adolescents during the COVID-19 pandemic.
- Research Article
9
- 10.22037/sdh.v2i1.15498
- Mar 4, 2016
- SHILAP Revista de lepidopterologĂa
Background: Academic burnout is the state of negative emotions and low motivation in oneâs education. Understanding the status of academic burnout is the primary step to make proper decisions. The present study, therefore, was conducted to investigate comparative degrees of academic burnout among medical students in their first five semesters of medical education at Shahid Beheshti University of Medical Sciences, Tehran, Iran. Methods: In the present cross-sectional study, a total of 525 medical students at the School of Medicine filled out the Persian version of Maslach Burnout Inventory â Student Survey from January 15 to February 5, 2016. Chi-square, Mantel-Haenszel, and KruskalâWallis tests were run in SPSS for data analysis. P-value 0.05). It was also observed that only four (0.8%) medical students (all new-comers) were in low academic burnout group and 521 (99.2%) were categorized in medium academic burnout group. Finally, it was found that academic burnout of the students increase as their educational level advance, making the first-semester students having the lowest and fifth-semester students the highest academic burnout indices ( P <0.001). Conclusion: It is concluded that, from among the variables studied, only studentsâ educational level made a difference in medical studentsâ academic burnout. Keywords: Academic efficacy; Burnout; Cynicism; Exhaustion; Medical Students
- Research Article
5
- 10.1177/0886260519877938
- Sep 30, 2019
- Journal of Interpersonal Violence
Childhood exposure to intimate partner violence (IPV) is associated with a host of problems, including the development of posttraumatic stress symptoms (PTSS). PTSS include a wide range of unique symptomatology and as a result, clinical presentations of PTSS can vary in both distribution and overall number of symptoms. Work in child and adolescent samples has largely focused on factors predicting the total number of symptoms (i.e., symptom severity), with less work focused on both patterns of symptom number and distribution. Furthermore, few studies have examined how functional impairment varies in relation to PTSS presentation. The goal of the current study is to (a) document patterns of PTSS severity and distribution in children with histories of witnessing IPV, (b) examine the factors that predict different PTSS presentations, and (c) investigate how PTSS presentation is associated with functional impairment. Data for this study were drawn from a sample of 236 children between the ages of 4 and 12 years and their mothers who had experienced recent IPV. Families reported high levels of IPV in the past year, and children reported moderate levels of PTSS. A latent profile analysis of PTSS revealed that three profiles were the best-fitting model for the data. The three profiles were differentiated between low, moderate, and high levels of PTSS, and membership in the profiles varied by children's age and trauma history. The results of this study give important information about the potential development of PTSS as well as clinically useful information about the relationship between children's PTSS and their functioning following exposure to IPV.
- Research Article
127
- 10.1002/pon.3217
- Nov 8, 2012
- Psycho-Oncology
Post-traumatic stress symptoms (PTSS) have been identified as a meaningful indicator of distress in cancer survivors. Distinct from young adult survivors of childhood cancer, young people diagnosed with cancer as adolescents and young adults (AYAs) face unique psychosocial issues; however, there is little published research of PTSS in the AYA population. This study examines prevalence and predictors of PTSS among AYAs with cancer. As part of a longitudinal study of AYAs with cancer, 151 patients aged 15-39 years completed mailed surveys at 6 and 12 months post-diagnosis. Severity of PTSS was estimated at 6 and 12 months post-diagnosis. Multiple regression analyses were conducted to investigate the predictive effects of socio-demographic and clinical characteristics on changes in PTSS over time. At 6 and 12 months, respectively, 39% and 44% of participants reported moderate to severe levels of PTSS; 29% had PTSS levels suggestive of post-traumatic stress disorder. No significant differences in severity of PTSS between 6 and 12 months were observed. Regression analyses suggested that a greater number of side effects were associated with higher levels of PTSS at 6 months. Currently receiving treatment, having surgical treatment, diagnosis of a cancer type with a 90-100% survival rate, remaining unemployed/not in school, and greater PTSS at 6 months were associated with higher levels of PTSS at 12 months. Post-traumatic stress symptoms were observed as early as 6 months following diagnosis and remained stable at 12-month follow-up. The development of early interventions for reducing distress among AYA patients in treatment is recommended.
- Research Article
77
- 10.1016/j.imr.2017.03.005
- Apr 27, 2017
- Integrative Medicine Research
The effects of personality traits on academic burnout in Korean medical students
- Research Article
93
- 10.1097/01.chi.0000186400.67346.02
- Jan 1, 2006
- Journal of the American Academy of Child & Adolescent Psychiatry
Posttraumatic Stress in Adolescents With Asthma and Their Parents