Determinants of Labor Participation and Wages toward People with Disabilities in Indonesia

Authors

DOI:

https://doi.org/10.21776/ub.ijds.2023.10.02.12

Keywords:

People with disabilities, Labor Participation, Wages, Logit, Tobit

Abstract

Reductions in the supply of labor and wages occur to people with disabilities. Disability conditions cause a decline in productivity so that the probability of being a labor is small, risk of unemployment and loss of income. The high prevalence of disabilities in Indonesia causes inequality of labor participation and wages for disabilities in Indonesia based on the type of disabilities. The data used is Indonesia Family Life Survey (IFLS) waves 4 and 5 by pooled cross-section. The analysis methods are logit and tobit models. The results showed that communicative disabilities have a higher chance of labor participation and wages. Factors of the degree of severity, age, male, head of household, education, urban, chronic disease, ownership of insurance, and ownership of assets also affect labor participation and wages for disabilities. The labor activation program for disabilities is a succession and initiative as welfare reform, poverty alleviation and an indicator of inclusive development.

References

Acar, B., Yurekli, M.F., Babademez, M.A., Karabulut, H., Karasen, R.M. (2011). Effects of Hearing Aids on Cognitive Functions and Depressive Signs in Elderly People. Archives of Gerontology and Geriatrics. Vol 52(3), pp. 250-252.

Acemoglu, D., Angrist, J.D. (2001). Consequence of employment protection? The case of the Americans with Disabilities Act. Journal of Political Economy. Vol.19 (5), pp.915–950.

Adioetomo, S.M., Mont, D., Irwanto. (2014). Persons With Disabilities in Indonesia : Empirical Facts and Implications for Social Protection Policies. Jakarta : TNP2K

Akono, Christian Zamo. (2013). Disability and Labour Force Participation in Cameroon. International Journal of Human Resources Studies. Vol.3 (2), pp.1-13

Angela, Bara M.(2015). Employment of Person With Disabilities.Journal Social and Behavioral Sciences. Vol.191, pp.979-983.

Astuti Wahyu, Dwi., Budijanto, Didik. (2009). Tingkat Disabilitas Fisik Berdasarkan Penyakit Degenratif yang Diderita Menurut Faktor Sosial dan Demografi (Kajian Isu Publik dalam Formulasi Kebijakan Kesehatan). Buletin Penelitian Sistem Kesehatan. Vol.12 Nomor 4, pp.378-392.

Baldwin, M., Johnson, W.G. (2001). Dispelling the myths about work disability. Paper prepared for the 1998 IRRA Research. New Approaches to Disability in the Workplace. Cornell University Press.

Baumberg, Ben., Jones, Melanie., Wass, Victoria.(2015) Disability Prevalence and Disability-related Employment Gaps in the UK 1998-2012 : Different Trend in Different Surveys?. Journal of Social Science & Medicine. Vol. 141, pp.72-81

Boman, Tomas., Kjellberg, Anders., Danermark, Berth., Boman,Eva.(2015). Employment Opportunies for Persons With Different Types of Disability. European Journal of Disability Research.Vol. 9, pp.116-129.

Borjas, j. G. (2013). Labor Economics Six Edition. New York: McGraw Hill.

BPS, Bappenas & Unfpa. (2013). Proyeksi Penduduk Indonesia tahun 2010-2035. Jakarta : Badan Pusat Statistik

Bungin, Burhan.(2008). Metodologi Penelitian Kuantitatif. Jakarta : Kencana Prenada Media Group.

Burchardt, T. (2000). The dynamics of being disabled. Journal of Social Policy, 29(4), 645–668.

Cai, L. K., Mavromaras & Oguzoglu, U. (2014). The effects of health status and health shocks on hours worked. Health Economics, 23, 516–528.

Cameron, Colin A., Trivedi, Pravin K.(2005). Microeconomics Methods and Applications : Cambridge University Press

Cameron L, Contreras Suarez D. (2017). Disability in Indonesia: what can we learn from the data?. Monash University

Clausen, T., Greve Pedersen, J., Olsen, B. E., & Bengtsson, S. (2004). Disability and employment an obstacle course?. Köpenhamn: Socialforskningsinstituttet.

Coulter, A. & Ellins, J. (2007). Effectiveness of Strategies for Informing, Education, and Involving Patients. BMJ. Vol. 335 (7609), pp. 24-27.

Crisp, R. (2005). Key factors related to vocational outcomes: trends for six disability groups. Journal of Rehabilitation. Vol. 71,pp. 34–43.

Diaz-Venegas, C., Reistetter, T. A., & Wong, R. (2016). Differences in the progression of disability. Journals of Gerontology: Social Sciences. Advance access publication 19 July 2016.

Ehrenberg, G. R., & Smith, S. R. (2012). Modern Labor Economics Theory And Public Policy. Boston: Pearson.

Ellis, H.C & Hunt, R.R. (2001). Fundamentals of Cognitive Psychology. Melbourn, Australia : Brown and Benchmark Publisher.

Fiasse, J. (2011). Impact of Microcredit scheme for persons with physical disabilities in Herat, Afghanistan. International Committee of the Red Cross (ICRC) physical rehabilitation center: Afghanistan

Fields, G.(2005).A Guide to Multisector labor market models. World Bank Social Protection Discussion Paper Series 505. Washington D.C.

García Gómez, P., & López Nicolás, A. (2006). Health shocks, employment and income in the Spanish labour market. Health Economics, 15, 997–1009.

Gayle-Geddes, A. (2015). Disability and inequality: Socioeconomic imperatives and public policy in Jamaica. England: Palgrave MacMillan.

Genoni, M. (2012). Health shocks and consumption smoothing: Evidence from Indonesia. Economic Development and Cultural Change, 60, 475–506.

Gertler, P., & Gruber, J. (2002). Insuring consumption against illness. American Economic Review, 92, 51–70.

Grandori, F., Lerch, M., Tognola, G., Paglialonga, A., Smith, P. (2013). Adult Hearing Screening : An Undemanded Need. European Geriatric Medicine. Vol.4 supplement 1, pp. S4-S5.

Greenberg, J. (2011). Behaviour in Organizations. New York: Pearson Education

Greene, William. (2005). Censored Data and Truncated Distributions. Stern School of Business : New York

Gruber, J.; Kubik, J. D. (1997). “Disability insurance rejection rates and the labor supply of older workers”. Journal of Public Economics. Vol. 64, No. 1.

Gujarati, Damodar N., Porter, Dawn C. (2013). Dasar-Dasar Ekonometrika (Basic Econometric) Edisi 5. Jakarta : Salemba Empat

Halimatussadiah, A., Agriva, M., & Nuryakin, C. (2015). Persons with Disabilities (PWD) and Labor Force in Indonesia : A Preliminary Study (LPEM-FEUI No. 003). Jakarta.

Halter, J., Ouslander, J., Tinetti, M., Studenski, S., High, K., Asthana, S. (2009). Hazzard’s Geriatric Medicine and Gerontology, Sixth Edition. McGraw-Hill Professional.

Handicap-International. (2006). Good Practices for the Economic Inclusion of Persons with Disabilities in Developing Countries. Handicap International : Paris

Harsoyo, Andri. (2016). Pengaruh Fertilitas terhadap Partisipasi Tenaga Kerja Perempuan. Universitas Gadjah Mada : Thesis

Hastuti., Dewi, Rika K., Pramana, Rezanti P., Sadaly, Hariyanti. (2019). Kendala Mewujudkan Pembangunan Inklusif terhadap Penyandang Disabilitas. SMERU Research Institute

Hoogeveen, J. G. (2005). Measuring welfare for small but vulnerable groups: Poverty and disability in Uganda. Journal of African Economies, 14(4), 603–631.

Jones, Melanie K., Latreille, Paul L.(2010). Disability and Earnings : Are Employer Characteristic Important?. Journal of Economics Letters. Vol.106, pp.191-194

Jones, Melanie., Mavromaras, Kostas., Sloane, Peter., Wei, Zhang. (2015). The Dynamic Effect of Disability on Work and Subjective Wellbeing in Australia. Discussion Paper : Forschungsinstitut Zur Xukunft der Arbeit, Institute for the Study of Labor. IZA DP No. 9609

Kaufman, B.E & Hotchkiss, J.L.(2006).The Economics of Labor Markets (7th edition). Mason, USA : Thomson, NorthWestern.

Koning, Pierre., Sonsbeek, Jan-Maarten V.(2017). Making Disability Work? The Effects of Financial Incentives on Partially Disabled Workers. Journal of Labour Economics. Vol.47, pp.202-215

Kuncoro, Mudrajad. (2009). Metode Riset untuk Bisnis dan Ekonomi Edisi 3. Jakarta : Erlangga.

Larasati, D., Huda, K., Cote, A., Rahayu, S.K., Siyaranamual, M.(2019). Policy Brief : Inclusive Social Protection for Persons with Disabilities in Indonesia. TNP2K dan Australian Government : Edisi January 2019.

Lewis, C. (2004). Microfinance from the point of view of women with disabilities: Lessons from Zambia and Zimbabwe‘. Gender and Development Journal. Vol. 12 (1), pp.28-39.

Maestas, N.; Mullen, K. J.; Strand, A. (2013). “Does disability insurance receipt discourage work? Using examiner assignment to estimate causal effects of SSDI receipt”. The American Economic Review. Vol. 103, No. 5.

Mani, S., Mitra,S., Sambamoorthi, U. (2012). The Economic Cost of Disability, Morbidity, and Illness on Labor Market Outcomes in Indonesia. Working Paper, September 2012.

Mani, S., Mitra, S., Sambamoorthi, U.(2018). Dynamics in Health and Employement : Evidence from Indonesia. Journal of World Development. Vol.104, pp.297-309.

Mavromaras, K., Oguzoglu, U., Black, D., & Wilkins, R. (2007). Disability and Employment in the Australian Labour Market. Melbourne: Melbourne Institute of Applied Economic and Social Research.

Mete, C. (Ed.). (2008). Economic implications of chronic illness and disability in Eastern Europe and the Former Soviet Union. Washington, D.C.: World Bank.

Mitra, S. (2008). The recent decline in the employment of persons with disabilities in South Africa, 1998–2006. South African Journal of Economics.Vol.76(3), pp.480–492.

Mitra, S., Posarac, A., & Vick, B. (2012). Disability and poverty in developing countries: A multidimensional study. World Development, 41, 1–18.

Mizunoya, Suguru & Mitra, Sophie.(2012). Is There a Disability Gap in Employment Rates in Developing Countries?. Journal of Word Development. Vol.42, pp. 28-43

Mkombe. (2005). Evaluation report on Dadoma Microfinance Project for disable people. July 2003-2004.

Moore, T. J. (2015). “The employment effects of terminating disability benefits”. Journal of Public Economics. Vol. 124, C.

Mori, Yuko., Sakamoto, Norihito. (2018). Economic Consequences of Employment Quota System for Disabled People : Evidence from A Regression DiscontinuityDesign in Japan. Journal of The Japanese and International Economies. Vol.48, pp. 1-14

Muller, Tobias., Boes, Stefan.(2016). Disability Insurance Benefits and Labor Supply Decisions : Evidence from A Discontinuity in Benefit Awards. University of Lucerne : Munich Personal RePEc Archive (MPRA) Paper No. 71694.

National Institute of Vocational Rehabilitation. (2002). Shougaisha no Koyouritsu, Nou-fukin Seido no Kokusai Hikaku (International Comparison of the Employment Quota Systems and Levy-Grant Schemes for Disabled People). National Institute of Vocational Rehabilitation, Tokyo Material Series No. 26.

Oguzoglu, U. (2009). Severity of Work Disability and Work. Bonn: IZA.

OECD. (2010). Sickness, Disability and Work: Breaking the Barriers. OECD: Paris

Ostir, G., Carlson, J., Black, S., Rudkin, L., Goodwin, J., Markides, K. (1999). Disability in Older Adults: Prevalence, Causes, and Consequences. Behavioral Medicine. Vol 24(4), pp. 147-156.

Paauwe. (2010). Microcredit and People with Disabilities in Uganda‘, Evidence based insights on accessibility and the relation with health seeking Behavior. Master‘s Thesis. Erasmus University: Rotterdam.

Pagan, Richardo. (2018). Are Workers with Disabilities More Likely to be Constrained in Their Working Hours ?. Emerald Insight.

Payne, C. F., Mkandawire, J., & Kohler, H.-P. (2013). Disability transitions and health expectancies among adults 45 years and older in Malawi: A cohort-based model. Journal of PLoS Medicine.Vol. 10(5)

Pohl, V., Neilson, C., & Parro, F. (2013). The effects of health shocks in Chile: Evidence from accidents in Chile. American Economic Review.

Potter, P.A & Perry, A.G. (2006). Fundamentals of Nursing. Mosby : 6th Edition.

Powers, Tony. (2008). The Skills and Productivity of Persons with Disabilities : Literature Review. Employment Working Paper No. 3 : International Labor office : Geneva

Priebe, J. (2017). Disability and its correlates in a developing country context: Evidence from multiple datasets and measures. Journal of Development Studies.

RAND.(2014). Indonesia Familiy life Survey (IFLS) gelombang 4 dan 5. Retrieved by https://www.rand.org/labor/FLS/IFLS.html.

Roth, Hanna., Bongestabs, Andre., Nimeh, Zina. (2016). Impact of Disability Benefits –The Socio-economic Impact of Social Security. UNU-MERIT in Maastricht, the Netherlands : International Social Security Association, Geneva

Sarker, Debashis. (2013). Microfinance for Disabled People: How is it Contributing?. Research Journal of Finance and Accounting. Vol. 4(9), pp.118-125.

Sarker, Deebashis. (2015). Inclusion of Disabled People in Microfinance Institution : Where does Bangladesh Stand?. International Journal of Innovation and Economic Development. Vol.I, Issue 1, pp.72-84.

Schultz, T. (2008). In C. Mete (Ed.), Economic implications of chronic illness and disability in Eastern Europe and the former Soviet Union. Washington, D.C.: World Bank.

Schur, L., Kruse, D., Blanck, P. (2013). People With Disabilities : Sidelined or Main-streamed?. Cambridge University Press : New York

Setyawan, Althaf. (2015). Persepsi Kesehatan Diri Pada Penduduk Usia 55 Tahun Ke Atas Yang Memiliki Disabilitas Fisik dan Kognitif (Analisa Data IFLS/ Sakerti). Universitas Gadjah Mada : Tesis.

Shrestha, L. (2000). Population aging in developing countries. Health Affairs, 19, 204–212.

Strauss, J & Thomas, D.(1998). Health, Nutrition, and Economic Development. Journal of Economic Literature. Vol.36(2)

Strauss,J & Thomas, D. (2008). Health over the life course. Handbook of Development Economics. Vol. 4.

Swaminathan, Shailender.,Lillard, Lee. (2001). Health amd Labor Market Outcome :Evidence From Indonesia. Working Paper : University of Michigan

Thomas, M.. (2000). Feasibility of integrating people with disabilities in savings and credit programmes in Bangladesh. Asia Pacific Disability Rehabilitation Journal. Vol.11(1),pp. 27-31.

Trani, J. F., & Loeb, M. (2010). Poverty and disability: a vicious circle? Evidence from Afghanistan and Zambia. Journal of International Development.

Trani, J. F., Bakhshi, P., Myer Tlapek, S., Lopez, D., & Gall, F. (2015). Disability and poverty in morocco and Tunisia: a Multidimensional approach. Journal of Human Development and Capabilities.

Trani, J. F., Kuhlberg, J., Cannings, T., & Chakkal, D. (2016). Multidimensional poverty in Afghanistan: Who are the poorest of the poor? Oxford Development Studies.

Wang, T.J., Chern, H.L., Chiou, Y.E. (2005). A Theoritical Model For Preventing Osteorthritis-related disability. Rehabilitation Nursing Journal. Vol. 30(2), pp.62-67.

Waddington, L. (1995). Disability, Employment and the European Community. Maklu, Antwerpen-Apeldoorn, Netherlands.

World Bank. (2009). People with disabilities in India: From commitments to outcomes. Washington, D.C.: World Bank.

WHO.(2013). Disability in the South-East Asia Region, 2013. New Delhi. http://www.searo.who.int/entity/disabilities_injury_rehabilitation/topics/ disability_factsheet.pdf.

WHO.(2001). International classification of functioning, disability and health. Geneva: World Health Organization.

WHO & World Bank. (2011). World Report on Disability. World Health Organization and The World Bank.

Woldridge, Jefrey M. (2016). Introductory Econometrics – A Modern Approach. Michigan University : United State of America

Yin, M., & Shaewitz, D. (2015). One size does not fit all: A new look at the labor force participation of people with disabilities. Washington, DC: The American Institutes for Research

_____.(2017). Final Report : Mapping Persons With Disabilities (PWD) in Indonesia Labor Makert. Institute for Economic and Social Research-FEB UI : International Labour Organization (ILO), ISBN : 978-92-2-131366-3

_____.(2017). Disability in Indonesia : What Can We Learn from the Data?. Australian Indonesia Partnership for Economic Governance, Monash University, Australian Government.

_____.(2018). Indonesia Inklusi dan Ramah Disabilitas. Pusat Data dan Informasi Kementrian Kesehatan Republik Indonesia (InfoDATIN RI) : ISSN 2442-7659

Downloads

Published

28-11-2023

How to Cite

Ririn Nopiah, & Evita Hanie Pangaribowo. (2023). Determinants of Labor Participation and Wages toward People with Disabilities in Indonesia. Indonesian Journal of Disability Studies, 10(2), 287–303. https://doi.org/10.21776/ub.ijds.2023.10.02.12

Issue

Section

Articles

Categories