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A Cross-Country Network Analysis of Adolescent Resilience
Authors:Jan Höltge  Linda Theron  Richard G. Cowden  Kaymarlin Govender  Sally I. Maximo  Jennifer S. Carranza  Bhumika Kapoor  Aakanksha Tomar  Angelique van Rensburg  Shuang Lu  Hongwei Hu  Valeria Cavioni  Alessia Agliati  Ilaria Grazzani  Yoel Smedema  Gunjanpreet Kaur  Kingsley G. Hurlington  Jackie Sanders  Michael Ungar
Affiliation:1. Resilience Research Centre, Dalhousie University, Halifax, Canada;2. Department of Educational Psychology, University of Pretoria, Pretoria, South Africa;3. Department of Psychology, University of the Free State, Bloemfontein, South Africa;4. Health Economics and HIV and AIDS Research Division, University of KwaZulu-Natal, Durban, South Africa;5. Department of Psychology, Saint Louis University, Baguio City, Philippines;6. Department of Psychology, University of Delhi, New Delhi, India;7. Optentia Research Focus Area, North-West University, Vanderbijlpark, South Africa;8. Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong, China;9. School of Public Administration and Policy, Renmin University of China, Beijing, China;10. Department of Human Sciences for Education “R. Massa”, University of Milano-Bicocca, Milan, Italy;11. Deusto Stress Research, University of Deusto, Bilbao, Spain;12. Institute of Psychology and Allied Sciences, Amity University, Noida, India;13. Department of Canadian Studies, Trent University, Peterborough, Canada;14. School of Social Work, College of Health, Massey University, Palmerston North, New Zealand;15. Sciences of Education, Stefan cel Mare University, Suceava, Romania;p. Department of Anthropology, Yale University, New Haven;q. Department of Community Medicine, Mahatma Gandhi Medical College & Research Institute, Pondicherry, India;r. Department of Psychiatry, Mahatma Gandhi Medical College & Research Institute, Pondicherry, India;s. Department of Community Medicine, Chirayu Medical College & Hospital, Bhopal, India;t. Faculty of Psychology, Universitas Islam Bandung, Bandung, Indonesia;u. Western Norway University of Applied Sciences, Bergen, Norway
Abstract:PurposeIn situations of adversity, young people draw on individual, relational, and contextual (community and cultural) resources to foster their resilience. Recent literature defines resilience as a capacity that is underpinned by a network of interrelated resources. Although empirical studies show evidence of the value of a network approach, little is known regarding how different country contexts influence which resources are most critical within a resource network and how resources interact for adolescent resilience.MethodsNetwork analysis was conducted with data from studies that had used the Child and Youth Resilience Measure. Regularized partial correlation networks of 17 resources were estimated for 14 countries (Botswana, Canada, China, Colombia, Equatorial Guinea, India, Indonesia, Italy, Jordan, New Zealand, the Philippines, Romania, South Africa, and Syrian refugees living in Jordan). The sample size was 18,914 (mean age = 15.70 years, 48.8% female).ResultsWe observed mostly positive associations between the resources of interest. The salience and strength of associations between resources varied by country. The most central resource across countries was having supportive caregivers during stressful times because this resource had the most and strongest positive associations with other resources.ConclusionsThis study gives first empirical evidence from multiple countries that an interplay of social–ecological resources (such as individual skills, peer, caregiver and community support, and educational aspirations and opportunities) matter for adolescent resilience. Across countries, caregiver support appears to be most central for adolescent resilience. Future resilience interventions might apply this network approach to identify important, contextually relevant resources that likely foster additional resources.
Keywords:Social–ecological resilience  Systemic resilience  Network analysis  Cross-country
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