This study aimed to develop a Laotian adolescent version of the Center for Epidemiologic Studies Depression Scale (CES-D), determine its reliability and validity, and examine its factorial properties. The study targeted 7554 students in lower secondary schools and teacher training colleges in Lao PDR. Self-administered questionnaires were distributed and collected from 2012 to 2014. Exploratory factor analysis was performed in three age groups using the weighted least square mean and variance adjusted estimation with robust maximum likelihood methods. The factor structure for each age group was the same; therefore, data from the full sample were analyzed further. The model was then tested by confirmatory factor analysis. A 2-factor model was determined as a common model among the age groups by using paralleled analysis. We determined a best-fitting structure comprising two factors: “Negative affect” and “Positive affect”. The Cronbach’s alpha was 0.81. “Effort” items loaded on the “Somatic and retarded activity” factor in the original model but loaded on the “Positive affect” factor in the adolescent model. “Depressed affect,” “Somatic and retarded activity,” and “Interpersonal” items were combined into the “Negative affect” factor in the adolescent model.
References
[1]
Asakura, T., Hein, M., Tomokawa, S., Moji, K., & Kobayashi, J. (2015). The Ecosystem Approach to Health Is Promising Strategy in International Development: Lessons from Japan and Laos. Globalization and Health, 11, 3. https://doi.org/10.1186/s12992-015-0093-0
[2]
Beck, A. T., Ward, C. H., Mendelson, M., Mock, J., & Febraugh, J. (1961). An Inventory for Measuring Depression. Archives of General Psychiatry, 4, 561-571. https://doi.org/10.1001/archpsyc.1961.01710120031004
[3]
Bentler, P. M. (1990). Comparative Fit Indexes in Structural Models. Psychological Bulletin, 107, 238-246. https://doi.org/10.1037/0033-2909.107.2.238
[4]
Birleson, P. (1981). The Validity of Depressive Disorder in Childhood and the Development of a Self-Rating Scale: A Research Report. Journal of Child Psychology and Psychiatry, 22, 73-88. https://doi.org/10.1111/j.1469-7610.1981.tb00533.x
[5]
Browne, M. W., & Cudeck, R. (1993). Alternative Ways of Assessing Model Fit. In K. A. Bollen, & J. S. Long (Eds.), Testing Structural Equation Models (pp. 136-162). Newbury Park, CA: Sage.
[6]
Cheng, C. P., Yen, C. F., Ko, C. H., & Yen, J. Y. (2012). Factor Structure of the Center for Epidemiologic Studies Depression Scale in Taiwanese Adolescents. Comprehensive Psychiatry, 53, 299-307. https://doi.org/10.1016/j.comppsych.2011.04.056
[7]
Crockett, L. J, Randall, B. A., Shen, Y. L., Russell, S. T., & Driscoll, A. K. (2005). Measurement Equivalence of the Center for Epidemiological Studies Depression Scale for Latino and Anglo Adolescents: A National Study. Journal of Consulting and Clinical Psychology, 73, 47-58. https://doi.org/10.1037/0022-006X.73.1.47
[8]
Denda, K. (2002). Kodomo no Utsubyou (Depression in Children) (pp. 14-17). Tokyo: Kongo-syuppan. (In Japanese)
[9]
Dick, R. W., Beals, J., Keane, E. M., & Manson, S. (1994). Factorial Structure of the CES-D among American Indian Adolescents. Journal of Adolescence, 17, 73-79. https://doi.org/10.1006/jado.1994.1007
[10]
Edman, J. L., Danko, G. P., Andrade, N., McArdle, J. J., Foster, J., & Glipa, J. (1999). Factor Structure of the CES-D (Center for Epidemiologic Studies Depression Scale) among Filipino-American Adolescents. Social Psychiatry and Psychiatric Epidemiology, 34, 211-215. https://doi.org/10.1007/s001270050135
[11]
Falicov, C. J. (2003). Culture, Society and Gender in Depression. Journal of Family Therapy, 25, 371-387. https://doi.org/10.1111/1467-6427.00256
[12]
Ghazali, S. R., Elklit, A., Balang, R. V., & Chen, Y. Y. (2016). Concurrent Validity and Exploratory Factors Analysis of the Malay Version of Center for Epidemiologic Studies-Depression Scale (CESD) among Malaysian Adolescents. ASEAN Journal of Psychiatry, 17, 71-78.
[13]
Heo, E. H., Choi, K. S., Yu, J. C., & Nam, J. A. (2018). Validation of the Center for Epidemiological Studies Depression Scale among Korean Adolescents. Psychiatry Investigation, 15, 124-132. https://doi.org/10.30773/pi.2017.07.19
[14]
Hu, L., & Bentler, P. M. (1999). Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria versus New Alternatives. Structural Equation Modeling, 6, 1-55. https://doi.org/10.1080/10705519909540118
[15]
Kessler, R. C., Amminger, G. P., Aguilar-Gaxiola S., Alonso J., Lee S., & Ustün T. B. (2007a). Age of Onset of Mental Disorders: A Review of Recent Literature. Current Opinion in Psychiatry, 20, 359-364. https://doi.org/10.1097/YCO.0b013e32816ebc8c
[16]
Kessler, R. C., Angermeyer, M., Anthony, J. C., de Graaf, R., Demyttenaere, K., & Gasquet, I. (2007b). Lifetime Prevalence and Age-of-Onset Distributions of Mental Disorders in the World Health Organization’s World Mental Health Survey Initiative. World Psychiatry, 6, 168-176.
[17]
Kieling, C., Baker-Henningham, H., Belfer, M., Conti, G., Ertem, I., Omigbodun, O. et al. (2011). Child and Adolescent Mental Health Worldwide: Evidence for Action. The Lancet, 378, 1515-1525. https://doi.org/10.1016/S0140-6736(11)60827-1
[18]
Laos Statistical Information Service (2019). Population Distribution, by Sex and Age Group. https://laosis.lsb.gov.la/tblInfo/TblInfoList.do?fbclid=IwAR1Rx_2fzFhNpoXS9 ca1BpAd57ybHeuMhSxtUR9weTz0ONFMqvkvJTumKmo
[19]
Lee, H., Lee, E. Y., Greene, B., & Shin, Y. (2019). Psychological Distress among Adolescents in Laos, Mongolia, Nepal, and Sri Lanka. Asian Nursing Research, 13, 147-153. https://doi.org/10.1016/j.anr.2019.04.001
[20]
Li, H. C., Chung, O. K., & Ho, K. Y. (2010). Center for Epidemiologic Studies Depression Scale for Children: Psychometric Testing of the Chinese Version. Journal of Advanced Nursing, 66, 2582-2591. https://doi.org/10.1111/j.1365-2648.2010.05440.x
[21]
Ministry of Education & Ministry of Health, Lao PDR (2010). National School Health Policy (pp. 1-15). Vientiane: Ministry of Education and Ministry of Health, Lao PDR.
[22]
Parker, G., Cheah, Y. C., & Roy, K. (2001). Do the Chinese Somatize Depression? A Cross-Cultural Study. Social Psychiatry and Psychiatric Epidemiology, 36, 287-293. https://doi.org/10.1007/s001270170046
[23]
Phanthavong, P., Naphayvong, P., & Reinharz, D. (2015). Depression among Last-Year High School Students in Vientiane, Capital City of Lao PDR. Asia-Pacific Journal of Public Health, 27, 1995-1998. https://doi.org/10.1177/1010539513489135
[24]
Radloff, S. L. (1977). The CES-D Scale: A Self-Report Depression Scale for Research in the General Population. Applied Psychological Measurement, 1, 385-401. https://doi.org/10.1177/014662167700100306
[25]
Ryder, A. G., Yang, J., Zhu, X., Yao, S., Yi, J., & Heine, S. J. (2008). The Cultural Shaping of Depression: Somatic Symptoms in China, Psychological Symptoms in North America? Journal of Abnormal Psychology, 117, 300-313. https://doi.org/10.1037/0021-843X.117.2.300
[26]
Sawyer, S. M., Azzopardi, P. S., Wickremarathne, D., & Patton, G. C. (2018). The Age of Adolescence. The Lancet Child and Adolescent Health, 2, 223-228. https://doi.org/10.1016/S2352-4642(18)30022-1
[27]
Tomokawa, S., Asakura, T., Keosada, N., Bouasangthong, V., Souvanhxay, V., Navamal, P. et al. (2020). Introducing Ecohealth Education in a Teacher Training Institute in Lao PDR: A Case Study. Health Promotion International, daaa100. https://doi.org/10.1093/heapro/daaa100
[28]
Tomokawa, S., Asakura, T., Keosada, N., Miyake, K., Khamheang, U., & Moji, K. (2018). Preliminary Study of the Reliability and Validity of the Center for Epidemiologic Studies Depression Scale in Lao PDR. Psychology, 9, 2396-2410. https://doi.org/10.4236/psych.2018.910137
[29]
United Nations Children’s Fund (2011). The State of the World’s Children 2011: Adolescence—An Age of Opportunity. New York: United Nations Children’s Fund. https://www.unicef.org/sowc2011/pdfs/SOWC-2011-Main-Report_EN_02092011.pdf https://doi.org/10.18356/7f132111-en
[30]
Wang, M., Armour, C., Wu, Y., Ren, F., Zhu, X., & Yao, S. (2013). Factor Structure of the CES-D and Measurement Invariance across Gender in Mainland Chinese Adolescents. Journal of Clinical Psychology, 69, 966-979. https://doi.org/10.1002/jclp.21978
[31]
World Bank (n.d.). World Bank Open Data, School Enrollment, Secondary (% Net) Lao PDR. https://data.worldbank.org/indicator/SE.SEC.NENR?end=2018&locations=LA&start=2000
[32]
World Health Organization (2014). Health for the World’s Adolescents: A Second Chance in the Second Decade (Online Report). https://apps.who.int/adolescent/second-decade
[33]
World Health Organization (2017). Depression and Other Common Mental Disorders: Global Health Estimates. Geneva: World Health Organization. http://apps.who.int/iris/bitstream/10665/254610/1/WHO-MSD-MER-2017.2-eng.pdf
[34]
World Health Organization (2018). Adolescents: Health Risks and Solutions. https://www.who.int/news-room/fact-sheets/detail/adolescents-health-risks-and-solutions
[35]
World Health Organization (2020). WHO Adolescent Health Key Fact. https://www.who.int/news-room/fact-sheets/detail/adolescent-mental-health
[36]
World Health Organization (n.d.). Very Young Adolescents. https://www.who.int/reproductivehealth/topics/adolescence/very_young_ados/en
[37]
Yen, S., Robins, C. J., & Lin, N. (2000). A Cross-Cultural Comparison of Depressive Symptom Manifestation: China and the United States. Journal of Consulting and Clinical Psychology, 68, 993-999. https://doi.org/10.1037/0022-006X.68.6.993
[38]
Ying, Y. W., Lee, P. A., Tsai, J. L., Yeh, Y. Y., & Huang, J. S. (2000). The Conception of Depression in Chinese American College Students. Cultural Diversity and Ethnic Minority Psychology, 6, 183-195. https://doi.org/10.1037/1099-9809.6.2.183