Smoking Behavior and Human Capital Investment: Evidence from Indonesian Household

Albertus Girik Allo, Ni Made Sukartini, Endah Saptutyningsih

Abstract


This study aims at estimating the difference health and education performance between children with exposure to smoke and those who are not at home. An environment with the extreme smoke condition has adverse health effects. This study utilizes longitudinal data namely Indonesia Family Life Survey period 2007 and 2014 (IFLS4 and IFLS5). We use the Propensity Score Matching (PSM) method and the Average Treatment Effect on Treated (ATT). The health indicator is proxied by body mass index (BMI) and educational achievement proxied with children cognitive ability. The results show that children who grow in a household with active smoker tend to have lower health status and educational attainment compare to children who are not. This study recommends public policy for banning smoking in public areas as well as inside building such as house and office in Indonesia.

DOI: 10.15408/sjie.v7i2.5793

Keywords


smoking behavior; human capital investment; household; longitudinal data

References


Abadie, A., & Imbens G. W. (2008). On the Failure of the Bootstrap for Matching Estimators. Econometrica. Vol. 76 (6): 1537-1557.

Becker, G. S., & Tomes, N. (1986). Human Capital and The Rise and Fall of Families. Journal of Labor Economics. Vol. 4 (3): S1-S39.

Best, C. M., Sun, K., De Pee, S., Bloem, M. W., Stallkamp, G., & Semba, R. D. (2007). Parental Tobacco Use is Associated With Increased Risk of Child Malnutrition in Bangladesh. Nutrition. Vol. 23 (10): 731-738.

Case, A., & Deaton, A. S. (2005). Broken Down by Work and Sex: How Our Health Declines. In Wise & David (Eds.), Analyses in the Economics of Aging. Chicago: University of Chicago Press. pp. 185-212.

Chen, R., Clifford, A., Lang, L., Anstey. K. J. (2013). Is Exposure to Secondhand Smoke Associated With Cognitive Parameters of Children and Adolescents? a Systematic Literature Review. Annals of Epidemiology. Vol. 23 (10): 652-661.

Cho, S. C., Kim, B. N., Hong, Y. C., Shin, M. S., Yoo, H. J., Kim, J. W., Bhang, S. Y., Cho, I. H., & Kim, H.W. (2010). Effect of Environmental Exposure To Lead and Tobacco Smoke on Inattentive and Hyperactive Symptoms and Neurocognitive Performance in Children. Journal of Child Psychology and Psychiatry. Vol. 51 (9): 1050-1057.

Cook, D. G., & Strachan, D. P. (1997). Health Effects of Passive Smoking. 3. Parental Smoking and Prevalence of Respiratory Symptoms and Asthma in School Age Children. Thorax. Vol. 52 (12): 1081-1094.

Cook, D. G., Strachan, D. P., & Carey, I. M. (1998). Parental Smoking and Spirometric Indices in Children. Thorax. Vol. 53 (10): 884-893.

Duelien, T., Eagan, T., Eide, G., Gulsvik, A., & Bakke, P. (2005). The Adult Incidence of Asthma and Respiratory Symptoms by Passive Smoking in Utero or in Childhood. European Respiratory Review. Vol. 172 (1): 61-66.

Efroymson, D., Ahmed, S., Townsend, J., Alam, S. M., Dey, A. R., Saha, R., Dhar, B., Sujon, A. I., Ahmed, K. U., & Rahman, O. (2001). Hungry For Tobacco: an Analysis of The Economic Impact of Tobacco Consumption on The Poor in Bangladesh. Tobacco Control. Vol. 10 (3): 212-217.

Eriksen, M., Mackay, J., Schluger, N., Islami, F., & Drope, J. (2015). The Tobacco Atlas. Atlanta, Georgia: American Cancer Society.

Heckman, J. J., & Masterov, D. V. (2007). The Productivity Argument for Investing in Young Children. Applied Economic Perspectives and Policy. Vol. 29 (3): 446-493.

Heckman, J. J., & Robb, R. (1985). Alternative Methods for Evaluating The Impact of Interventions: An Overview. Journal of Econometrics. Vol. 30 (1-2): 239-267.

Hill, K. G., Hawkins, J. D., Catalano, R. F., Abbott, R. D., & Guo, J. (2005). Family Influences on The Risk of Daily Smoking Initiation. Journal of Adolescent Health. Vol. 37 (3): 202-210.

Holtcamp, W. (2012). Obesogens: An Environmental Link to Obesity. Environmental Health Perspectives. Vol. 120 (2): A63-A68.

Jedrychowski, W., Perera, F., Jankowski, J., Mrozek-Budzyn, D., Mroz, E., Flak, E., Edwards, S., Skarupa, A., & Lisowska-Miszczyk, I. (2009). Gender Specific Differences in Neurodevelopmental Effects of Prenatal Exposure to Very Low-Lead Levels: The Prospective Cohort Study in Three-Year Olds. Early Human Development. Vol. 85 (8): 503-510.

Johnson, R. C., & Schoeni, R. F. (2011). The Influence of Early-life Events on Human Capital, Health Status, and Labor Market Outcomes Over The Life Course. The BE Journal of Economic Analysis & Policy. Vol. 11 (3): 1-48.

Khandker, S. R., Koolwal, G. B., & Samad, H. A. (2010). Handbook on Impact Evaluation: Quantitative Methods and Practices. Washington DC: IBRD/World Bank.

Lee, B. E., Hong, Y. C., Park, H., Ha, M., Kim, J. H., Chang, N., Roh, Y. M., Kim, B. N., Kim, Y., & Oh, S. Y. (2011). Secondhand Smoke Exposure During Pregnancy and Infantile Neurodevelopment. Environmental Research. Vol. 111 (4): 539-544.

Lembaga Demografi Universitas Indonesia. (2010). Dampak Tembakau dan Pengendaliannya di Indonesia (The Impact of Tobacco and The Control in Indonesia). Jakarta: Lembaga Demografi Universitas Indononesia.

Leonardi-Bee, J., Jere, M. L., & Britton, J. (2011). Exposure to Parental and Sibling Smoking and The Risk of Smoking Uptake in Childhood and Adolescence: a Systematic Review and Meta-analysis. Thorax. Vol. 66 (10): 847-855.

Mezzacappa, E., Buckner, J. C., & Earls, F. (2011). Prenatal Cigarette Exposure and Infant Learning Stimulation as Predictors of Cognitive Control in Childhood. Developmental Science. Vol. 14 (4): 881-891.

Moshammer, H., Hoek, G., Luttmann-Gibson, H., Neuberger, M. A., Antova, T., Gehring, U., Hruba, F., Pattenden, S., Rudnai, P., & Slachtova, H. (2006). Parental Smoking and Lung Function in Children: an International Study. American Journal of Respiratory and Critical Care Medicine. Vol. 173 (11): 1255-1263.

Nageris, B., Braverman, I., Hadar, T., & Hansen, M. C. (2001). Effects of Passive Smoking on Odour Identification in Children. Journal of Otolaryngology-Head & Neck Surgery. Vol. 30 (5): 263-265.

Priest, N., Roseby, R., Waters, E., Polnay, A., Campbell, R., Spencer, N., Webster, P., & Ferguson-Thorne, G. (2008). Family and Carer Smoking Control Programmes for Reducing Children’s Exposure to Environmental Tobacco Smoke. Cochrane Database of Systematic Reviews, Issue 4. doi: https://doi.org/10.1002/14651858.CD001746.pub2.

Pust, S., Mohnen, S., & Schneider, S. (2008). Individual and Social Environment Influences on Smoking in Children and Adolescents. Public Health. Vol. 122 (12): 1324-1330.

Scharff, R. L., & Viscusi. (2011). Heterogeneous Rates of Time Preference and The Decision to Smoke. Economic Inquiry. Vol. 49 (4): 959-972.

Semba, R. D., De Pee, S., Sun, K., Best, C. M., Sari, M., & Bloem, M. W. (2008). Paternal Smoking and Increased Risk of Infant and Under-5 Child Mortality in Indonesia. American Journal of Public Health. Vol. 98 (10): 1824-1826.

Semba, R. D., Kalm, L. M., de Pee, S., Ricks, M. O., Sari, M., & Bloem, M. W. (2007). Paternal Smoking is Associated With Increased Risk of Child Malnutrition Among Poor Urban Families in Indonesia. Public Health Nutrition. Vol. 10 (1): 7-15.

Strachan, D. P., & Cook, D. G. (1997). Health Effects of Passive Smoking: Parental Smoking and Lower Respiratory Illness in Infancy and Early Childhood. Thorax. Vol. 52 (10): 905-914.

Thayer, K. A., Heindel, J. J., Bucher, J. R., & Gallo, M. A. (2012). Role of Environmental Chemicals in Diabetes and Obesity: a National Toxicology Program Workshop Review. Environmental Health Perspectives. Vol. 120 (6): 779-789.

The Ministry of Health of Indonesia. (2015). Prilaku Merokok Masyarakat Indonesia The Smoking Behavior of Indonesian People). Jakarta: Kementerian Kesehatan Republik Indonesia.

Wen, X., Shenassa, E. D., & Paradis, A. D. (2013). Maternal Smoking, Breastfeeding, and Risk of Childhood Overweight: Findings from a National Cohort. Maternal and Child Health Journal. Vol. 17 (4): 746-755.

Yang, S., Decker, A., & Kramer, M. S. (2013). Exposure to Parental Smoking and Child Growth and Development: a Cohort Study. BMC Pediatrics. Vol. 13 (104): 1-10.


Full Text: PDF

DOI: 10.15408/sjie.v7i2.5793

Refbacks

  • There are currently no refbacks.