Understanding the determinants and socioeconomic inequality of behavioural and mental health problems, and services utilization among Australian adolescents

PhD Thesis


Islam, Md Irteja. 2021. Understanding the determinants and socioeconomic inequality of behavioural and mental health problems, and services utilization among Australian adolescents. PhD Thesis Doctor of Philosophy. University of Southern Queensland. https://doi.org/10.26192/5a31-yr03
Title

Understanding the determinants and socioeconomic inequality of behavioural and mental health problems, and services utilization among Australian adolescents

TypePhD Thesis
Authors
AuthorIslam, Md Irteja
SupervisorKhanam, Rasheda
Kabir, Enamul
Nghiem, Hong­-Son
Institution of OriginUniversity of Southern Queensland
Qualification NameDoctor of Philosophy
Number of Pages228
Year2021
Digital Object Identifier (DOI)https://doi.org/10.26192/5a31-yr03
Abstract

Behavioural and mental health problems are considered to be among the most important global public health concerns in the 21stcentury. Worldwide, the burden of behavioural and mental health issues is rapidly escalating, and this burden is part of the global burden of disease (GBD), including Australia. The responses to the growing burden of behavioural and mental health have been scarce, particularly among adolescents, owing to inadequate knowledge of the long-term effects of behavioural and mental health, and their consequences. Moreover, empirical evidence is lacking about how the social determinants (including inequality) of behavioural and mental health interact and bring about the utilization of mental health services in adolescents. Hence, the overarching aim of this thesis by publication is to investigate the burden of behavioural (bullying victimization) and mental health problems (mental disorders, self-harm, and suicidality) among adolescents aged 12-17 years of Australia. Moreover, the thesis aims to identify key social determinants of behavioural and mental health issues (bullying, victimization, mental disorders, self-harm, and suicidality), and mental health services. This thesis also investigates how the social determinants interact within the behavioural and mental health issues, and to what extent social determinants contribute to the inequity associated with bullying, victimization, mental disorder, self-harm, and suicidality, and in the utilization of mental health services for adolescents of Australia. To achieve the research goal, this PhD thesis by publication followed a typical format: eight empirical papers (which are to be published in peer-reviewed journals) bookended by substantial introductory and concluding chapters. This thesis is formulated on the basis of Erikson’s theory of psychosocial development, Andersen’s Behavioural Model of Service Utilization, ecosocial theory, and the World Health Organization (WHO) recommended Commission on Social Determinants of Health (CSDH) conceptual framework. It is based on a quantitative approach, using a nationally representative cross-sectional dataset from the second Australian Child and Adolescent Survey of Mental Health and Wellbeing: Young Minds Matter (YMM).

This thesis is constructed using three main research themes: (I) Identifying the indicators of behavioural and mental health problems in adolescents (Studies 1-3); (II) Assessing mental health services utilization among adolescents with behavioural and mental health issues (Studies 4-6); and (III) Measuring socioeconomic inequality in behavioural and mental health problems and the utilization of mental health services among adolescents (Studies 7-8) in Australia. The thesis reveals that the prevalence of bullying, victimization, mental disorders, self-harm, and suicidality is especially high among Australian adolescents, although many adolescents with behavioural and mental health problems do not access any mental health services. The results show that a variety of sociodemographic factors are associated with behavioural and mental health problems (bullying, victimization, mental disorders, self-harm, and suicidality) together with the use of mental health services. Further, the thesis finds that bullying victimization can be indicators for mental disorders, self-harm and suicidality in adolescents. Moreover, mental disorders such as depression and anxiety disorder, in particular, have a mediating effect on the association between bullying victimization and health risk behaviours (self-harm and suicidality) in adolescents. In addition, this thesis reveals that socioeconomic disparities exist in behavioural and mental health, showing that adolescents from low-income families reported more bullying victimization, mental disorders, and suicidal behaviour than those from middle-and high-income families. The results also show that health services (e.g., general practitioners, psychiatrists, psychologists, community clinics) are more likely to be accessed by adolescents from economically worse-off families in comparison to their counterparts, implying pro-poor inequalities. in contrast, online services are found to be mostly used by adolescents from high-income families compared with adolescents from low-income families. Furthermore, the current thesis provides a better understanding of the social determinants (including inequality) of behavioural and mental health, and the use of mental health services among adolescents in Australia. Additionally, the findings of the thesis will help healthcare providers, researchers, academics, and policymakers to take new initiatives and implement effective prevention and evidence-based intervention programs to reduce the burden of behavioural and mental health problems and increase the use of mental health services among adolescent with mental health problems in Australia.

KeywordsSocial determinants; Socioeconomic inequality; Behavioural and mental health problem; Mental disorder; Bullying victimization; Self-harm; Suicidality; Service utilization; Adolescents; Australia
ANZSRC Field of Research 2020420399. Health services and systems not elsewhere classified
420699. Public health not elsewhere classified
Byline AffiliationsSchool of Business
Permalink -

https://research.usq.edu.au/item/q6644/understanding-the-determinants-and-socioeconomic-inequality-of-behavioural-and-mental-health-problems-and-services-utilization-among-australian-adolescents

Download files


Published Version
  • 323
    total views
  • 129
    total downloads
  • 40
    views this month
  • 25
    downloads this month

Export as

Related outputs

Correction to: Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study
Islam, Md Irteja, Alam, Kh Md Watin, Keramat, Syed Afroz, Murshid, Munzur E., Haque, Rezwanul, Kabir, Enamul, Khanam, Rasheda and Khan, Manjurul Haque. 2023. "Correction to: Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study ." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 31 (1), pp. 161-161. https://doi.org/10.1007/s10389-021-01482-5
The gap between perceived mental health needs and actual service utilization in Australian adolescents
Islam, Md Irteja, Yunus, Fakir Md, Isha, Samia Naz, Kabir, Enamul, Khanam, Rasheda and Martiniuk, Alexandra. 2022. "The gap between perceived mental health needs and actual service utilization in Australian adolescents." Scientific Reports. 12, pp. 1-13. https://doi.org/10.1038/s41598-022-09352-0
Mental health services use among adolescent bullying victims in Australia: results from a nationwide survey
Islam, Md Irteja, Yunus, Fakir Md., Salam, Shumona Sharmin, Kabir, Enamul and Khanam, Rasheda. 2022. "Mental health services use among adolescent bullying victims in Australia: results from a nationwide survey." Children and Youth Services Review. 132, pp. 1-11. https://doi.org/10.1016/j.childyouth.2021.106312
Depression and anxiety have a larger impact on bullied girls than on boys to experience self-harm and suicidality: a mediation analysis
Islam, Md Irteja, Khanam, Rasheda and Kabir, Enamul. 2022. "Depression and anxiety have a larger impact on bullied girls than on boys to experience self-harm and suicidality: a mediation analysis." Journal of Affective Disorders. 297, pp. 250-258. https://doi.org/10.1016/j.jad.2021.10.061
Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study
Islam, Md Irteja, Alam, Kh Md Watin, Keramat, Syed Afroz, Murshid, Munzur E., Haque, Rezwanul, Kabir, Enamul, Khanam, Rasheda and Khan, Manjurul Haque. 2021. "Working conditions and occupational stress among nurses in Bangladesh: a cross-sectional pilot study." Journal of Public Health: Zeitschrift fuer Gesundheitswissenschaften. 30 (9), pp. 2211 - 2219. https://doi.org/10.1007/s10389-020-01415-8
Bullied Because of Their Teeth: Evidence from a Longitudinal Study on the Impact of Oral Health on Bullying Victimization among Australian Indigenous Children
Islam, Md Irteja, Chadwick, Verity, Esgin, Tuguy and Martiniuk, Alexandra. "Bullied Because of Their Teeth: Evidence from a Longitudinal Study on the Impact of Oral Health on Bullying Victimization among Australian Indigenous Children ." International Journal of Environmental Research and Public Health. 19 (9). https://doi.org/10.3390/ijerph19094995
Identifying potential factors associated with PCR testing for COVID-19 among Australian young people: cross-sectional findings from a longitudinal study
Islam, Md Irteja, Chadwick, Verity and Martiniuk, Alexandra. 2022. "Identifying potential factors associated with PCR testing for COVID-19 among Australian young people: cross-sectional findings from a longitudinal study." BMC Public Health. 22 (1). https://doi.org/10.1186/s12889-022-14892-1
Experience of Bangladeshi Dental Students towards Online Learning during the COVID-19 Pandemic: A Web-Based Cross-Sectional Study
Islam, Md Irteja, Jahan, Shah Saif, Chowdhury, Mohammad Tawfique Hossain, Isha, Samia Naz, Saha, Arup Kumar, Nath, Sujan Kanti, Jahan, Mohammed Shahed, Kabir, Md. Humayun, Apu, Ehsanul Hoque, Kabir, Russell and Siddika, Nazeeba. 2022. "Experience of Bangladeshi Dental Students towards Online Learning during the COVID-19 Pandemic: A Web-Based Cross-Sectional Study." International Journal of Environmental Research and Public Health. 19 (13). https://doi.org/10.3390/ijerph19137786
Healthcare Avoidance before and during the COVID-19 Pandemic among Australian Youth: A Longitudinal Study
Islam, Md Irteja, Freeman, Joseph, Chadwick, Verity and Martiniuk, Alexandra. 2022. "Healthcare Avoidance before and during the COVID-19 Pandemic among Australian Youth: A Longitudinal Study." Healthcare. 10 (7). https://doi.org/10.3390/healthcare10071261
Does Long-Term Enrollment in Day-Care Maintain or Increase Early Developmental Gains—Findings from an Intervention Study in Rural Bangladesh
Agrawal, Priyanka, Nair, Divya, Salam, Shumona Sharmin, Islam, Md Irteja, Hamadani, Jena Derakhshani and Alonge, Olakunle. 2022. "Does Long-Term Enrollment in Day-Care Maintain or Increase Early Developmental Gains—Findings from an Intervention Study in Rural Bangladesh." Children. 9 (7). https://doi.org/10.3390/children9070929
Protective Factors against Self-Harm and Suicidality among Australian Indigenous Adolescents: A Strengths-Based Analysis of the Longitudinal Study of Indigenous Children
Islam, Md Irteja, Sharwood, Lisa, Chadwick, Verity, Esgin, Tuguy and Martiniuk, Alexandra. 2022. "Protective Factors against Self-Harm and Suicidality among Australian Indigenous Adolescents: A Strengths-Based Analysis of the Longitudinal Study of Indigenous Children." International Journal of Environmental Research and Public Health. 19 (15). https://doi.org/10.3390/ijerph19159131
Patient-Reported Experiences and Satisfaction with Rural Outreach Clinics in New South Wales, Australia: A Cross-Sectional Study
Islam, Md Irteja, O'Neill, Claire, Kolur, Hibah, Bagnulo, Sharif, Colbran, Richard and Martiniuk, Alexandra. 2022. "Patient-Reported Experiences and Satisfaction with Rural Outreach Clinics in New South Wales, Australia: A Cross-Sectional Study." Healthcare. 10 (8). https://doi.org/10.3390/healthcare10081391
Oral Healthcare during Pregnancy: Its Importance and Challenges in Lower-Middle-Income Countries (LMICs)
Jahan, Shah Saif, Apu, Ehsanul Hoque, Sultana, Zeeba Zahra, Islam, Md Irteja and Siddika, Nazeeba. 2022. "Oral Healthcare during Pregnancy: Its Importance and Challenges in Lower-Middle-Income Countries (LMICs)." International Journal of Environmental Research and Public Health. 19 (17). https://doi.org/10.3390/ijerph191710681
Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach
Islam, Md Irteja, Ormsby, Gail M., Kabir, Enamul and Khanam, Rasheda. 2021. "Estimating income-related and area-based inequalities in mental health among nationally representative adolescents in Australia: the concentration index approach." PLoS One. 16 (9), pp. 1-14. https://doi.org/10.1371/journal.pone.0257573
Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort
Keramat, Syed Afroz, Alam, Khorshed, Ahinkorah, Bright Opoku, Islam, Md Sariful, Islam, Md Irteja, Hossain, Md Zobayer, Ahmed, Sazia, Gow, Jeff and Biddle, Stuart J. H.. 2021. "Obesity, disability and self-perceived health outcomes in Australian adults: a longitudinal analysis using 14 annual waves of the HILDA cohort." ClinicoEconomics and Outcomes Research. 13, pp. 777-788. https://doi.org/10.2147/CEOR.S318094
Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations
Islam, Md Irteja, Yunus, Fakir Md, Kabir, Enamul and Khanam, Rasheda. 2022. "Evaluating Risk and Protective Factors for Suicidality and Self-Harm in Australian Adolescents With Traditional Bullying and Cyberbullying Victimizations." American Journal of Health Promotion. 36 (1), pp. 73-83. https://doi.org/10.1177/08901171211034105
Effect of internet use and electronic game‑play on academic performance of Australian children
Islam, Md Irteja, Biswas, Raaj Kishor and Khanam, Rasheda. 2020. "Effect of internet use and electronic game‑play on academic performance of Australian children." Scientific Reports. 10 (1). https://doi.org/10.1038/s41598-020-78916-9
Interaction between the place of residence and wealth on the risk of overweight and obesity in Bangladeshi women
Ahmad, Kabir, Khanam, Taslima, Keramat, Sayed Afroz, Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Interaction between the place of residence and wealth on the risk of overweight and obesity in Bangladeshi women." PLoS One. 15 (12), pp. 1-15. https://doi.org/10.1371/journal.pone.0243349
Mapping and situation analysis of basic WASH facilities at households in Bangladesh: Evidence from a nationally representative survey
Ahmed, Md. Sabbir, Islam Md Irteja, Das, Manik Chandra, Khan, Arifuzzaman and Yunus, Fakir Md. 2021. "Mapping and situation analysis of basic WASH facilities at households in Bangladesh: Evidence from a nationally representative survey ." PLoS One. 16. https://doi.org/10.1371/journal.pone.0259635
Cost-effectiveness analysis of a large-scale crèche intervention to prevent child drowning in rural Bangladesh
Alfonso, Y. Natalia, Hyder, Adnan A., Alonge, Olakunle, Salam, Shumona Sharmin, Baset, Kamran, Rahman, Aminur, Hoque, Dewan Md Emdadul, Islam, Irteja, Rahman, Fazlur, El-Arifeen, Shams and Bishai, David. 2021. "Cost-effectiveness analysis of a large-scale crèche intervention to prevent child drowning in rural Bangladesh ." Injury Epidemiology. 8 (1). https://doi.org/10.1186/s40621-021-00351-9
Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "Bullying victimization, mental disorders, suicidality and self-harm among Australian high schoolchildren: Evidence from nationwide data." Psychiatry Research. 292. https://doi.org/10.1016/j.psychres.2020.113364
The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey
Islam, Md. Irteja, Khanam, Rasheda and Kabir, Enamul. 2020. "The use of mental health services by Australian adolescents with mental disorders and suicidality: findings from a nationwide cross-sectional survey." PLoS One. 15 (4). https://doi.org/10.1371/journal.pone.0231180
Suicidality, mental disorder and the utilization of mental health services among Australian adolescents
Islam, Md. Irteja, Kabir, Enamul and Khanam, Rasheda. 2020. "Suicidality, mental disorder and the utilization of mental health services among Australian adolescents." Children and Youth Services Review. 111. https://doi.org/10.1016/j.childyouth.2020.104821
Large-scale evaluation of interventions designed to reduce childhood Drownings in rural Bangladesh: a before and after cohort study
Alonge, Olakunle, Bishai, David, Wadhwaniya, Shirin, Agrawal, Priyanka, Rahman, Aminur, Hoque, Emdad Md. Dewan, Baset, Kamran Ul, Salam, Shumona Sharmin, Bhuiyan, Al-Amin, Islam, Md Irteja, Talab, Abu, Rahman, Qazi Sadeq-ur, Rahman, Fazlur, El-Arifeen, Shams and Hyder, Adnan A.. 2020. "Large-scale evaluation of interventions designed to reduce childhood Drownings in rural Bangladesh: a before and after cohort study ." Injury Epidemiology. 7 (1). https://doi.org/10.1186/s40621-020-00245-2
Study protocol of a 4- parallel arm, superiority, community based cluster randomized controlled trial comparing paper and e-platform based interventions to improve accuracy of recall of last menstrual period (LMP) dates in rural Bangladesh
Salam, Shumona Sharmin, Ali, Nazia Binte, Rahman, Ahmed Ehsanur, Tahsina, Tazeen, Islam, Md. Irteja, Iqbal, Afrin, Hoque, Dewan Md. Emdadul, Saha, Samir Kumar and El-Arifeen, Shams. 2018. "Study protocol of a 4- parallel arm, superiority, community based cluster randomized controlled trial comparing paper and e-platform based interventions to improve accuracy of recall of last menstrual period (LMP) dates in rural Bangladesh ." BMC Public Health. 18 (1). https://doi.org/10.1186/s12889-018-6258-z
The Burden of Suicide in Rural Bangladesh: Magnitude and Risk Factors
Salam, Shumona Sharmin, Alonge, Olakunle, Islam, Md Irteja, Hoque, Dewan Md Emdadul, Wadhwaniya, Shirin, Baset, Md Kamran Ul, Mashreky, Saidur Rahman and El-Arifeen, Shams. 2017. "The Burden of Suicide in Rural Bangladesh: Magnitude and Risk Factors ." International Journal of Environmental Research and Public Health. 14 (9). https://doi.org/10.3390/ijerph14091032