Levels and Predictors of Anxiety, Depression, and Burnout Syndrome in Physicians During the COVID-19 Pandemic

Differences in the depression and burnout networks between doctors and nurses: evidence from a network analysis

BACKGROUND

Previous studies have demonstrated a strong association between depression and job burnout among healthcare professionals, but the results have been inconsistent, and there is a lack of in-depth exploration of such a relationship among different healthcare professions. The present study aims to investigate the interrelationships between depression and burnout among Chinese healthcare professionals and whether there are differences in the networks of these symptoms between doctors and nurses.

METHODS

The Maslach Burnout Inventory-General Survey and the 2-item Patient Health Questionnaire were employed to assess job burnout and depression among 3,684 healthcare professionals. The translation has been refined to ensure accuracy and academic suitability. Subsequently, network analysis was conducted on 2,244 participants with a higher level of job burnout to identify core symptoms and explore the associations between job burnout and depression.

RESULTS

The present study showed a network association between lack of interest and pleasure in things and being exhausted from work, excessive tiredness facing work, tendency to collapse at work, and lack of passion for work than before among healthcare professionals, as well as a notable difference in the network association between lack of interest and pleasure in things and lack of passion for work than before between nurses and doctors.

CONCLUSIONS

The depression-burnout network structures differ between doctors and nurses, highlighting the need for targeted intervention measures for both groups.

Re-examining provider perceptions of best pre-war practices: what elements can help opiate agonist therapy programs in Ukraine successfully survive the crisis?

Purpose

This paper seeks to explore and understand what constitutes successful opioid agonist therapy (OAT) programs from the views of Ukrainian OAT providers in their context-specific accounts. Prior to the ongoing war the Ukrainian addiction treatment system made great strides to expand its OAT program and increase the number of patients. Since the beginning of the war there has been much alarm that those hard-earned successes will be destroyed. However, emerging evidence suggests that the Ukrainian OAT programs have shown signs of resilience in the face of adversity albeit at great cost. What aspects of the OAT programs developed prior to the crisis have been helpful to allow them to weather the storm? Using the data from 24 addiction treatment providers, this paper describes the essential elements of the OAT programs that preceded the current crisis which made them robust over time. By examining the narratives of the participants interviewed pre-war and pre-COVID-19 the paper reveals structural and cultural elements of the OAT programs before the perfect storm that are likely to endure. To the best of our knowledge, no one else has investigated OAT providers perspectives in Ukraine prior to the crisis which makes this paper extremely salient to understand both the robustness and the vulnerability of MAT programs in Ukraine during the war and going forward.

Methodology

The data come from qualitative semi-structured interviews with 24 OAT providers throughout 5 regions of Ukraine. Participants included front-line clinicians, head narcologists, and chief doctors from TB clinics, district hospitals and drug addiction centers. Using a coding scheme of 103 inductively developed categories we explored participants' perceptions of their OAT program.

Findings

In the stories shared by clinicians pre crisis, three major interconnected themes focused on economic uncertainty at the institutional level (leading to under-staffing), structural capacity of the program, and clinicians' professional identity, shaping differing views on application of rules for administrative discharge, take-home dosing, and the potential for scale-up. Knowing the data collection was completely unbiased to the current crisis, interpreting the findings helps us understand that OAT clinicians have had "years" of training under conditions of duress in Ukraine to overcome barriers, find creative solutions and form a support network that became indispensable in surviving the current humanitarian catastrophe.

Conclusion

In the discussion we point out that the current crisis magnified the pre-existing challenges as the providers approach toward overcoming them was already largely present before the crisis (just on a different scale). The underlying fragility of resources was a constant since OAT inception in Ukraine. Historically, providers in Ukraine operated in a system that was under-funded in the absence of solid governmental funding for OAT programs, yet they came up with solutions which required ingenuity that they took pride in. This gives hope that addiction treatment in Ukraine and OAT programs will not be casualties of this humanitarian crisis and providers and their patients will persevere.

Refocusing on work-based hazards for the anaesthesiologist in a post-pandemic era

The coronavirus pandemic has raised public awareness of one of the many hazards that healthcare workers face daily: exposure to harmful pathogens. The anaesthesia workplace encompasses the operating room, interventional radiology suite, and other sites that contain many other potential occupational and environmental hazards. This review article highlights the work-based hazards that anaesthesiologists and other clinicians may encounter in the anaesthesia workplace: ergonomic design, physical, chemical, fire, biological, or psychological hazards. As the anaesthesia work environment enters a post-COVID-19 pandemic phase, anaesthesiologists will do well to review and consider these hazards. The current review includes proposed solutions to some hazards and identifies opportunities for future research.

Mental health concerns of interns posted in COVID-19-affected regions of Maharashtra

Background

Healthcare providers faced the challenge of managing coronavirus disease 2019 (COVID-19)-infected patients. At the onset of the spread of the coronavirus infection across the globe, awareness of the treatment modalities was poor. Interns were relatively new to treating patients as they had just started their clinical postings in February or March 2020. Working in the COVID-19 wards with the sudden influx of a large number of patients, treating them with ever-changing guidelines did cause increased physical and mental stress. Thus, to understand the impact of coronavirus infection on interns this study was conducted.

Materials and Methods

An online survey was conducted among interns of various medical colleges of Nagpur, Mumbai, Pune, and Miraj using Google Forms. Participation was anonymous and voluntary. Responses were accepted for 1 week from March 27, 2020, till April 3, 2020. Patient Health Questionnaire (PHQ-9) and Generalised Anxiety Disorder 7 Scale (GAD-7) (9) were used to assess anxiety and depression.

Result

Our study showed that 36.3% of the interns who were posted for COVID-19 duty had depression, whereas 34% had anxiety symptoms. Anxiety and depression were comparable in interns posted for COVID-19 duty and those posted in other clinical departments. Young age, female gender, and perceived risk of contracting COVID-19 were the predictors for anxiety and depression.

Conclusion

There was a high level of anxiety and depression among interns working in hospitals during the COVID-19 pandemic irrespective of whether they were posted for COVID-19 duty or not. Reporting such information is important to plan further management of mental health needs.

Stigma and Intentions to Seek Psychotherapy Among Primary Care Providers During the COVID-19 Pandemic: A Mediational Analysis

BACKGROUND

Medical personnel have reported increases in psychological distress and depression during the COVID-19 pandemic. Additionally, many providers, including primary care providers (PCPs), face significant stigma related to personal mental healthcare. However, the process by which stigma affects help-seeking among PCPs is unclear.

METHOD

Between January and May 2020, 112 PCPs completed a survey of perceived public stigma, self-stigma, attitudes, intentions to seek psychotherapy for depression, and a clinical vignette on patient referrals to psychotherapy.

RESULTS

Self-stigma and attitudes toward psychotherapy sequentially mediated the relationship between perceived public stigma and intentions to seek psychotherapy. PCPs were more likely to refer a depressed patient to psychotherapy than seek personal psychotherapy, but lower personal help-seeking intentions were associated with lower referral intentions.

CONCLUSION

These results clarify processes by which stigma hinders PCPs' psychotherapy use and highlight interventions to encourage their help-seeking. Addressing cultural and practical barriers in the medical field is needed to reduce stigma.

Are doctors feeling burnout? - Multicenter cross-sectional study on burnout syndrome and its determinants during the ongoing pandemic

Background

Though the concept of burnout has been around for long, its significance is increasing nowadays owing to the demanding nature of jobs. The latest ICD-11 also provides a detailed description of Burnout syndrome. Physicians are at high risk for experiencing burnout and this becomes especially relevant in the ongoing COVID-19 pandemic.

Aim

To determine the risk of burnout among medical faculty and its predictors, if any.

Materials and Methods

This was a multicentric cross-sectional study that included medical faculty from four tertiary care government teaching hospitals in north India. A survey was conducted during the current COVID-19 pandemic to assess burnout using a structured online questionnaire based on Burnout Assessment Tool. The questionnaire also included relevant socio-demographic, professional, health, and lifestyle-related details. Descriptive statistics, Mann-Whitney U Test/Kruskal Wallis Test, and Kendall's tau-b Test were used for statistical analysis.

Results

A total of 244 medical faculty completed the survey. 27.87% were at risk of burnout, out of which 11.89% were at a very high risk of burnout. Dissatisfaction with the job and dissatisfaction with sleep (P < 0.01 for both) were associated with greater burnout scores and a greater risk of burnout.

Conclusion

Faculty members are at high risk of burnout, regardless of sociodemographic and work-related factors.

Intrinsic drive of medical staff: a survey of employee representatives from 22 hospitals in China

Objective

While several initiatives, including monetary rewards and performance system reform, are used to inspire medical staff, none are fully effective. We sought to describe the intrinsic drive of medical staff and identify elements that improve work enthusiasm by increasing internal motivation.

Methods

A cross-sectional study was conducted in which 2,975 employee representatives from 22 municipal hospitals in Beijing, China were interviewed using a self-made intrinsic motivation scale for medical staff which includes the achievement motivation, self-efficacy, conscientiousness, gratitude level and perceived organizational support. The Kruskal-Wallis analysis of variance and multiple linear regression methods were used to investigate the level of intrinsic motivation and identify any influencing factors. The correlation between employee drive and turnover intention was determined using Spearman rank correlation analysis and Kendall's tau b rank correlation coefficient.

Results

A total of 2,293 valid answers were obtained, with a valid recovery rate of 77.1%. There were statistically significant differences in intrinsic motivation and its five dimensions by marital status, political status, profession, service year, monthly income, number of working hours per week, and turnover intention (p < 0.05). Being divorced, a CPC member, in the nursing profession, and having a higher monthly income had a positive impact on intrinsic motivation while working a high hours per week had a negative effect. Higher work drive was associated with lower turnover intention. The correlation coefficients of intrinsic drive and its five dimensions with turnover intention ranged from 0.265 to 0.522 (p < 0.001).

Conclusion

Sociodemographic factors and work environment influenced the intrinsic motivation of medical staff. There was a correlation between work drive and turnover intention which indicated that stimulating the intrinsic drive of employees may help to increase staff retention.

Physician's Burnout during the COVID-19 Pandemic: A Systematic Review and Meta-Analysis

The burnout rate among physicians is expected to be higher during COVID-19 period due to the additional sources of physical and emotional stressors. Throughout the current COVID-19 pandemic, numerous studies have evaluated the impacts of COVID-19 on physicians' burnout, but the reported results have been inconsistent. This current systematic review and meta-analysis aims to assess and estimate the epidemiology of burnout and the associated risk factors during the COVID-19 pandemic among physicians. A systematic search for studies targeting physicians' burnout was conducted using PubMed, Scopus, ProQuest, Cochrane COVID-19 registry, and pre-print services (PsyArXiv and medRχiv) for English language studies published within the time period of 1 January 2020 to 1 September 2021. Search strategies resulted in 446 possible eligible studies. The titles and abstracts of these studies were screened, which resulted in 34 probable studies for inclusion, while 412 studies were excluded based on the predetermined inclusion criteria. These 34 studies went through a full-text screening for eligibility, which resulted in 30 studies being included in the final reviews and subsequent analyses. Among them, the prevalence of physicians' burnout rate ranged from 6.0-99.8%. This wide variation could be due to the heterogeneity among burnout definitions, different applied assessment tools, and even cultural factors. Further studies may consider other factors when assessing burnout (e.g., the presence of a psychiatric disorders, other work-related and cultural factors). In conclusion, a consistent diagnostic indices for the assessment of burnout is required to enable consistent methods of scoring and interpretation.

Hopelessness and burnout in Italian healthcare workers during COVID-19 pandemic: the mediating role of trait emotional intelligence

Objective

The study aims to assess the impact of COVID-19 on healthcare workers' work-related stress during the first wave of the pandemic in Italy. The main objective is to investigate the existence of a positive correlation between hopelessness and burnout, assuming that burnout may be a risk factor for the development of hopelessness, and to analyze the role that trait Emotional Intelligence (TEI) and changes in workload could have in this relationship. Furthermore, evaluate any significant differences in burnout and hopelessness levels in the function of some demographic variables, such as gender, professional profiles, and different working zones of Italy, to better understand how the diverse diffusion of pandemic had affected Italian healthcare workers.

Methods

An online survey was used to collect data between April and June, 2020, with 562 responses among nurses (52.1%) and physicians (47.9%). Demographics and changes in workload and work conditions were collected through an ad hoc questionnaire. The Trait Emotional Intelligence Questionnaire-Short Form (TEIQue-SF), The Beck Hopelessness Scale (BHS), and the Link Burnout Questionnaire (LBQ) were used to assess Trait Emotional Intelligence (TEI), hopelessness, and burnout, respectively.

Results

Correlation analysis showed a significant positive relationship between hopelessness and each burnout dimension. TEI showed negative correlations both with burnout dimensions and hopelessness. Significant differences in burnout and hopelessness levels emerged as a function of some demographic variables such as gender, professional profiles (nurses or physicians), and different working zone of Italy (northern or southern). Results showed that TEI partially mediated the relationship between hopelessness and every burnout dimension, while the interaction of changes in workload was non-significant.

Discussion

The mediating role of TEI in the burnout-hopelessness relationship partly explains the protective role that individual factors had on healthcare workers' mental health. Our findings support the need to integrate considerations on both psychological risk and protective factors into COVID-19 care, including the monitoring of psychological symptoms and social needs, especially among healthcare workers.

Burnout in Trauma Surgeons During the COVID-19 Pandemic: a Long-standing Problem Worsens

Purpose of Review

Physician burnout is well-described in the literature. We analyze the effects of the COVID-19 pandemic on burnout in trauma and acute care surgeons (TACS).

Recent Findings

Along with other healthcare workers and trainees, TACS faced unprecedented clinical, personal, and professional challenges in treating a novel pathogen and were uniquely affected due to their skillset as surgeons, intensivists, and leaders. The pandemic and its consequences have increased burnout and are suspected to have worsened PTSD and moral injury among TACS. The healthcare system is just beginning to grapple with these problems.

Summary

COVID-19 significantly added to the pre-existing burden of burnout among TACS. We offer prevention and mitigation strategies. Furthermore, to build upon the work done by individuals and organizations, we urge that national institutions address burnout from a regulatory standpoint.

Turnover Intention and Its Associated Factors Among Psychiatrists in 41 Tertiary Hospitals in China During the COVID-19 Pandemic

Background

Turnover intention, an employee’s intention to voluntarily leave their jobs, affects workforce sustainability. However, scarce data are available about turnover intention and its associated factors among psychiatrists in China, especially during the COVID-19 pandemic. The current research was designed to address this gap.

Methods

An anonymous, nationwide online survey was disseminated to psychiatrists in 41 psychiatric hospitals in China. We collected demographic data, job-related information (duration of employment, history of participation in the frontline work against COVID-19, job satisfaction), and participants’ turnover intention in the next 12 months.

Results

In total, 3,973 psychiatrists completed the survey. The sample was predominantly female (58.8%) and married (79.5%), and nearly three-fourths (73.5%) had children. More than one-third (35.6%) had a master’s or doctoral degree in addition to their medical degree. The overall level of job satisfaction was moderate. The rate of turnover intention was 22.0% and was comparable in males and females (22.9% in males and 21.3% in females, respectively). Psychiatrists who had participated in the frontline work of COVID-19 were more likely to report an intention to leave their current job. Multiple regression analyses suggested that turnover intention was significantly associated with having insomnia, longer working hours, and more working days per week.

Conclusion

During the pandemic period, approximately one-fifth of psychiatrists in China reported turnover intention. Factors associated with turnover intention included high job-related burdens, low job satisfaction, participation in the frontline work against COVID-19, and insomnia. To improve psychiatric workforce sustainability, policymakers and hospital administrators need to be aware of this potential challenge and address the concerns of psychiatrists in China.

Symptoms of Burnout Syndrome among Physicians during the Outbreak of COVID-19 Pandemic—A Systematic Literature Review

Background: Studies in the recent decades show that the medical profession has a high risk to develop burnout due to constant exposure to mental and physical suffering or death. The pandemic period induced additional stress for healthcare professionals due to the likelihood of a high rate of infection, long working shifts, using protective equipment, staying away from family, implementing new medical procedures. The present study is focusing on assessing the prevalence of burnout among physicians working in the healthcare system during the COVID-19 pandemic, and discovering the main factors associated with burnout syndrome among the population of physicians. Material and methods: A systematic review was conducted by searching PubMed, Wiley, and Google Scholar in November 2021. A total of 35 studies were eligible for the evaluation. Results: The samples ranged from 39 to 3071 physicians, and the overall burnout ranged from 14.7% to 90.4%. Sociodemographic characteristics associated with a high prevalence of burnout were the female gender, less experienced, not having children, and single marital status, associated with high levels of anxiety, depression, and stress in the female gender. The highest level of burnout among all the studies was 90.4% on a sample of physicians from the Republic of Korea, 80.2% among psychiatrists in Saudi Arabia, followed by a study in Ireland with a 77% level of burnout among senior and specialist physicians, and 74.7% prevalence of burnout for emergency physicians in USA. Conclusions: During the pandemic, the factors that contribute to burnout are the lack of personal protective equipment and the violence of issues related to organizational health; the high prevalence of burnout symptoms is associated with anxiety, depression, and stress.

Differences in Work-Life Experiences of Physicians by Parenting Status, Gender, and Training Level During the COVID-19 Pandemic

BACKGROUND

The COVID-19 pandemic has presented new challenges for physicians, and physician-parents specifically. Few studies have focused on work-life changes in this population. The present study investigated work-life changes in a group of physicians during the first six months of the COVID-19 pandemic.

METHODS

A survey was distributed electronically to physicians affiliated with a U.S. medical school inquiring about experiences during the first six months of the COVID-19 pandemic (March 2020 to September 2020).

RESULTS

In logistic regression models adjusted for age, significantly more female physician- parents reported increased burnout, increased time with kids, and increased fear of going to work compared to male physician-parents. Around 1 in 2 attendings reported burnout, regardless of parenting status.

CONCLUSION

While high rates of burnout were found across all groups in this study, differences were found by gender and parenting status. Further research is needed to understand burnout during the COVID-19 pandemic and to support physician-parents.

Clinicians’ Social Support, Job Stress, and Intent to Leave Healthcare during COVID-19

The onset of COVID-19 has escalated healthcare workers’ psychological distress. Multiple factors, including prolonged exposure to COVID-19 patients, irregular working hours, and workload, have substantially contributed to stress and burnout among healthcare workers. To explore the impact of COVID-19 on healthcare workers, our study compares the job stress, social support, and intention to leave the job among healthcare workers working in a pandemic (H_P) and a non-pandemic hospital (H_NP) in Turkey during the pandemic. The cross-sectional, paper-based survey involved 403 healthcare workers including physicians, registered nurses, health technicians, and auxiliary staff across two hospitals from 1 September 2020 to 31 November 2020. The findings indicate a significant impact of ‘Job stress’ on ‘Intent to leave’ job among participants in the H_P. We noted that ‘intent to leave’ and ‘job stress’ were significantly higher among the H_P healthcare workers than those working in the H_NP, respectively. However, workers’ ‘social support’ was significantly lower in the H_P. Healthcare workers, during COVID-19, face several hurdles such as job stress, reduced social support, and excessive workload, all of which are potential factors influencing a care provider’s intent to leave the job.

The Mediating Effect of Reassurance-Seeking Behavior on the Influence of Viral Anxiety and Depression on COVID-19 Obsession Among Medical Students

OBJECTIVES

Healthcare workers experienced great psychological burden due to the continuation of the COVID-19 pandemic. During the pandemic, medical healthcare workers experienced greater instances of insomnia, anxiety, depression, somatization, and obsessive-compulsive symptoms than the general population. This study aimed to explore the association between viral anxiety and obsession with COVID-19 among medical students with reassurance-seeking behavior as a mediator.

METHODS

In October 2021, an online survey was conducted among medical students at the University of Ulsan College of Medicine. The clinical characteristics of 162 participants and their responses to rating scales, including stress and anxiety to viral Epidemics-6 items (SAVE-6), Coronavirus Reassurance-Seeking Behaviors Scale (CRBS), Patient Health Questionnaire-9 items (PHQ-9), and Obsession with COVID-19 scale were collected.

RESULTS

Medical students' obsession with COVID-19 was based on the PHQ-9 (β = 0.15, p = 0.01), SAVE-6 (β = 0.43, p < 0.001), and CRBS (β = 0.38, p < 0.001) scores (adjusted R² = 0.49, F = 39.9, p < 0.001). Mediation analysis showed that medical students' viral anxiety and depression directly influenced their obsession with COVID-19, and their reassurance-seeking behavior partially mediated the effects of depression or viral anxiety on obsession with COVID-19.

CONCLUSIONS

Medical students' viral anxiety and depression may affect their obsession with COVID-19, and reassurance-seeking behaviors may mediate this. Therefore, medical students should adopt adaptive coping strategies to prevent high levels of viral anxiety and recurrent reassurance-seeking behavior.

A systematic review and meta analysis on burnout in physicians during the COVID-19 pandemic: A hidden healthcare crisis

OBJECTIVE

This systematic review and meta-analysis aims to explore overall prevalence of burnout among physicians during early and late COVID-19 pandemic and geographical differences in burnout.

METHODS

This review was registered prospectively with PROSPERO (CRD42022327959). A comprehensive search of several databases, including Ovid MEDLINE(R) and Epub Ahead of Print, In-Process & Other Non-Indexed Citations and Daily, Ovid Embase, Ovid Cochrane Central Register of Controlled Trials, Ovid Cochrane Database of Systematic Reviews, PsycINFO, and Scopus, spanning from December 2019 to May 2022 was conducted. Eligible studies included physicians or medical professionals including physicians that worked directly or indirectly with COVID-19 patients, whilst reporting burnout outcomes using a validated scale. Literature that did not include physicians or did not occur in a hospital setting were excluded. Literature including medical students were also excluded.

RESULTS

Forty-five observational studies were included, all of which were cross-sectional studies. The pooled estimate of overall prevalence of burnout was 54.60% (95% CI: 46.7, 62.2). Mean emotional exhaustion, depersonalization, and personal accomplishment was found to be 22.06% (95% CI: 18.19, 25.94), 8.72 (95% CI: 6.48, 10.95) and 31.18 (95% CI: 27.33, 35.03) respectively. Frontline workers displayed higher rates of burnout than second-line healthcare workers (HCW) (OR: 1.64, 95% CI: 1.13, 2.37). Studies from the early pandemic period reported burnout prevalence of 60.7% (95% CI: 48.2, 72) compared to a prevalence of 49.3% (95% CI: 37.7, 60.9) from the late pandemic period. Geographically, burnout was highest amongst Middle East and North Africa (MENA) studies (66.6%, 95% CI: 54.7, 78.5), followed by Europe (48.8%, 95% CI: 40.3, 57.3) and then South America (42%, 95% CI: -0.4, 84.4). Lastly, burnout prevalence overall (OR = 0.77, 95% CI: 0.36, 1.67) emotional exhaustion (MD = -0.36, 95% CI: -4.64, 3.91), depersonalization (MD = -0.31, 95% CI: -1.80, 1.18), and personal accomplishment (MD = 0.55, 95% CI: -0.73, 1.83) were found comparable between physicians and nurses.

CONCLUSION

COVID-19 has had significant consequences on HCW burnout. Further research is needed to examine early signs of burnout and to develop effective coping strategies.

The effects of COVID-19 on physician’s burnout: a systematic review

Background: To suggest measures to prevent burnout of physicians during the coronavirus disease 2019 (COVID-19) pandemic, we conducted a systematic review of research on physician burnout due to COVID-19.Methods: Three foreign databases were used: MEDLINE, Embase, and the Cochrane Library. A search was performed using the following search terms: COVID-19, coronavirus, NCOV, physicians, doctors, residents, and burnout. Four rounds of review were performed to enhance the consistency of quality assessment. The Joanna Briggs Institute checklist for analytical cross-sectional studies was used to assess the quality of the eligible studies.Results: A total of 465 studies were identified, of which 32 were selected. The quality assessment determined that 19 studies met the Joanna Briggs Institute criteria and had a low risk of bias. The most common tool used to measure physician burnout in the 32 studies was the Maslach Burnout Inventory.Conclusion: This study systematically evaluated the literature on physician burnout. However, the generalizability of our findings to Korean physicians may be limited. The composition of the medical personnel in Korea, such as open doctors, volunteer doctors, medical professors, and public health doctors, differs significantly from that of other countries. Nevertheless, evaluating the current status of physician burnout due to COVID-19 globally may hold meaningful implications for policymaking.

Be Aware of Burnout! The Role of Changes in Academic Burnout in Problematic Facebook Usage among University Students

Most previous research has examined the relationship between FB addiction and burnout level by conducting cross-sectional studies. Little is known about the impact of changes in burnout on FB addiction in an educational context. Through a two-way longitudinal survey of a student population sample (N = 115), this study examined the influence of changes in academic burnout over time and FB motives and importance (measured at the beginning and the end of the semester) on FB intrusion measured at the end of the academic semester. The findings show that: (1) increases in cynicism and in FB motives and importance significantly predicted time2 FB intrusion; (2) FB importance enhanced the prediction power of changes in the academic burnout total score, exhaustion and personal inefficacy, and reduced the regression coefficient of changes in cynicism; (3) the interaction effects between FB social motive use and changes in academic burnout, as well as between FB importance and personal inefficacy and exhaustion, accounted for a significant change in the explained variance of time2 FB intrusion. About 20–30% of the variance in time2 FB intrusion was explained by all the examined variables and by the interactions between them. The results suggest that changes in academic burnout and FB motives and importance are suppressive variables, as including these variables in the regression model all together changed the significance of the relationship between independent variables and FB intrusion.