Hostname: page-component-586b7cd67f-2plfb Total loading time: 0 Render date: 2024-11-23T21:50:40.704Z Has data issue: false hasContentIssue false

ROLE OF COMMUNITY AND CONTEXT IN CONTRACEPTIVE BEHAVIOUR IN RURAL WEST BENGAL, INDIA: A MULTILEVEL MULTINOMIAL APPROACH

Published online by Cambridge University Press:  18 April 2016

Saswata Ghosh
Affiliation:
Institute of Development Studies Kolkata (IDSK), Kolkata, India
Md. Zakaria Siddiqui*
Affiliation:
Crawford School of Public Policy, Australian National University, Canberra, Australia
*
1Corresponding author. Email: [email protected]

Summary

Studies examining the influence of community-level interactions and contextual/supply-side factors in determining contraceptive choices have yielded mixed results in the context of rural India. Using small-scale survey data of 1348 women from rural West Bengal and by employing multilevel multinomial logit models, this study tested the influence of these factors after controlling for various socio-demographic and individual-level socioeconomic factors. The study reveals that supply-side intervention strategies, i.e. addressing outreach and advocacy activities and socio-religious needs at the community level, are essential prerequisites to breaking away from the predominance of sterilization in the contraceptive method-mix and enhancing the adoption of modern reversible contraceptives for improved spacing of births – a crucial factor in maternal and child health outcomes.

Type
Research Article
Copyright
Copyright © Cambridge University Press, 2016 

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Amin, S., Basu, A. M. & Stephenson, R. (2002) Spatial variation in contraceptive use in Bangladesh: looking beyond the borders. Demography 39(2), 251268.CrossRefGoogle ScholarPubMed
Arnold, F. (2001) Son preference in south Asia. In Sathar, Z. A. & Phillips, J. F. (eds) Fertility Transition in South Asia. Oxford University Press, pp. 281299.CrossRefGoogle Scholar
Arnold, F., Choe, M. K. & Roy, T. K. (1998) Son preference, the family building process and child mortality in India. Population Studies 52(3), 301315.CrossRefGoogle Scholar
Banerjee, A. V. & Duflo, E. (2011) Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty. Public Affairs, USA.Google Scholar
Barman, S. (2013) Socio-economic and demographic differentials of contraceptive usage in Indian states: a study based on NFHS data. Journal of Human Ecology 42(1), 5368.Google Scholar
Bhat, P. N. M. (1996) Contours of fertility decline in India: a district level study based on the 1991 census. In Srinivasan, K. (ed.) Population Policy and Reproductive Health. Hindustan Publishers, New Delhi.Google Scholar
Blunch, N-H. (2008) Human Capital, Religion and Contraceptive Use in Ghana. URL: www.csae.ox.ac.uk/conference/2008-EDiA/papers/184-Blunch.pdf (accessed 13th December 2011).Google Scholar
Bongaarts, J. (1978) A framework for analysing proximate determinants of fertility. Population and Development Review 4(1), 105132.Google Scholar
Bongaarts, J. & Potter, R. G. (1983) Fertility, Biology, and Behavior: An Analysis of the Proximate Determinants. Academic Press, New York.Google Scholar
Chacko, E. (2001) Women’s use of contraception in rural India: a village-level study. Health and Place 7, 197208.Google Scholar
Chaurasia, A. R. (2014) Contraceptive use in India: a data mining approach. International Journal of Population Research. URL: http://dx.doi.org/10.1155/2014/821436 Google Scholar
Das Gupta, M., Zhenghua, J., Bohua, L., Zhenming, X., Chung, W. & Hwa-Ok, B. (2002) Why is son preference so persistent in East and South Asia? A cross-country study of China, India, and the Republic of Korea. World Bank Policy Research Working Paper No. 2942, World Bank, Washington DC.Google Scholar
Davis, K. & Blake, J. (1956) Social structure and fertility: an analytical framework. Economic and Cultural Change 4, 211235.Google Scholar
DeGraff, D., Bilsborrow, R. E. & Guilkey, D. K. (1997) Community-level determinants of contraceptive use in the Philippines: a structural analysis. Demography 34(3), 385398.CrossRefGoogle ScholarPubMed
Dev, S. M., James, K. S. & Sen, B. (2002) Causes of fertility decline in India and Bangladesh: role of community. Economic and Political Weekly 37(43), 44474454.Google Scholar
Entwisle, B., Rindfuss, R. R., Guilkey, D. K., Chamratrithirong, A., Curran, S. R. & Sawangdee, Y. (1996) Community and contraceptive choice in Rural Thailand: a case study of Nang Rong. Demography 33(1), 111.Google Scholar
Fielding, A. (2003) Ordered category responses and random effects in multilevel and other complex structures. In Reise, S. P. & Duan, N. (eds) Multilevel Modeling: Methodological Advances, Issues, and Applications. Lawrence Erlbaum Associates Inc., Mahwah, NJ, pp. 181208.Google Scholar
Fielding, A. (2004) Scaling for residual variance components of ordered category responses in generalised linear mixed multilevel models. Quality and Quantity 38, 425433.CrossRefGoogle Scholar
Ghosh, S., Barik, A., Majumder, S., Gorain, A., Mazumdar, S., Chatterjee, K. et al. (2015) Profile: Birbhum Population Project (Birbhum HDSS). International Journal of Epidemiology 44(1), 98107.CrossRefGoogle ScholarPubMed
Ghosh, S. & Begum, S. (2015) Influence of son preference on contraceptive method mix: evidences from ‘Two Bengals’. Asian Population Studies doi: 10.1080/17441730.2015.1093749.Google Scholar
Ghosh, S., Siddiqui, Md. Z., Barik, A. & Bhaumik, S. K. (2015) Determinants of skilled delivery assistance in a rural population: findings from a HDSS site of rural West Bengal. Maternal and Child Health Journal 19(11), 24702479.Google Scholar
Goldstein, H. (2003) Multilevel Statistical Methods. Arnold, London.Google Scholar
Government of India (2007) Revised Compensation Package to Acceptors of Sterilisation and IUD Insertion at Public Health Facilities and Private Accredited Health Facilities. Ministry of Health and Family Welfare, Department of Health & Family Welfare, New Delhi. URL: http://mohfw.nic.in/WriteReadData/l892s/4869725324file8.pdf (accessed 27th September 2013).Google Scholar
Grady, W. R., Billy, J. O. G. & Klepinger, D. H. (1993) The influence of community characteristics on the practice of effective contraception. Family Planning Perspectives 25(1), 411.CrossRefGoogle ScholarPubMed
Grilli, L. & Rampichini, C. (2007) A multilevel multinomial logit model for the analysis of graduates’ skills. Statistical Methods and Applications 16(3), 381393.Google Scholar
Gulati, S. C. (1996) Contraceptive method’s use and choice in Kerala and Uttar Pradesh: multinominal logit analysis of NFHS data. Demography India 25(1), 205220.Google Scholar
Guilmoto, C. Z. & Rajan, S. I. (2013) Fertility at the district level in India: lessons from the 2011 Census. Economic & Political Weekly 48(23), 5974.Google Scholar
Gupta, N., Katende, C. & Bessinger, R. (2003) Associations of mass media exposure with family planning attitudes and practices in Uganda. Studies in Family Planning 34(1), 1931.Google Scholar
Hamid, S. & Stephenson, R. B. (2006) Provider and health facility influences on contraceptive adoption in urban Pakistan. International Family Planning Perspectives 32(2), 7178.Google Scholar
Hox, J. J. (2010) Multilevel Analysis: Techniques and Applications. Quantitative Methodology Series, Second Edition. Routledge, New York & Hove.Google Scholar
International Institute for Population Sciences (IIPS) (2015) District Level Household and Facility Survey (DLHS)-4 Fact Sheets for Birbhum and West Bengal. URL: https://nrhm-mis.nic.in/DLHS4/State%20and%20District%20Factsheets/West%20Bengal/West%20Bengal.pdf and https://nrhm-mis.nic.in/DLHS4/State%20and%20District%20Factsheets/West%20Bengal/District%20Factsheets/Birbhum.pdf Google Scholar
International Institute for Population Sciences (IIPS) & Macro International (2007) National Family Health Survey (NFHS-3), 2005–06: India: Volume I. IIPS, Mumbai.Google Scholar
International Institute for Population Sciences (IIPS) & ORC Macro (2000) National Family Health Survey (NFHS-2), 1998–99: India. IIPS, Mumbai.Google Scholar
Islam, M. R., Islam, M. A. & Banowary, B. (2009) Determinants of exposure to mass media family planning messages among indigenous people in Bangladesh: a study on the Garo. Journal of Biosocial Science 41(2), 221230.Google Scholar
Jato, M. N., Simbakalia, C., Tarasevich, J. M., Awasum, D. N., Kihinga, C. N. B. & Ngirwamungu, E. (1999) The impact of multimedia family planning promotion on the contraceptive behavior of women in Tanzania. International Family Planning Perspectives 25(2), 6067.Google Scholar
Jayaraman, A., Mishra, V. & Arnold, F. (2008) The effect of family size and composition on fertility desires, contraceptive adoption, and method choice in south Asia. DHS Working Paper No. 40, USAID.Google Scholar
Kaggwa, E. B., Diop, N. & Storey, J. D. (2008) The role of individual and community normative factors: a multilevel analysis of contraceptive use among women in union in Mali. International Family Planning Perspectives 34(2), 7988.Google Scholar
Kahn, J. R., Thapa, S. & Gaminiratne, K. H. W. (1989) Sociodemographic determinants of contraceptive method choice in Sri Lanka: 1975–82. Journal of Biosocial Science (supplement) 11, 4160.Google Scholar
Katende, C., Gupta, N. & Bessinger, R. (2003) Facility-level reproductive health interventions and contraceptive use in Uganda. International Family Planning Perspectives 29(30), 130137.Google Scholar
Khan, S., Mishra, V., Arnold, F. & Abderrahim, N. (2007) Contraceptive trends in developing countries. DHS Comparative Reports No. 16. Macro International Inc., Calverton, MD.Google Scholar
Koening, M. A. & Khan, M. E. (1999) Introduction. In Koening, M. A. & Khan, M. E. (eds) Improving Quality of Care in India’s Family Welfare Programme: The Challenge Ahead. Population Council, New York.Google Scholar
Kulkarni, M. S. (2003) Exposure to mass media and its impact on the use of family planning methods by women in Goa. Health and Population: Perspectives and Issues 26, 8793.Google Scholar
Manna, N. & Basu, G. (2011) Contraceptive methods in a rural area of West Bengal, India. Sudanese Journal of Public Health 6(4), 164169.Google Scholar
Miller, G. (2010) Contraception as development? New evidence from family planning in Colombia. The Economic Journal 120(545), 709736.Google Scholar
Munshi, K. & Myaux, J. (2006) Social norms and the fertility transition. Journal of Development Economics 80, 138.Google Scholar
Myo-Myo-Mon & Liabsuetrakul, T. (2009) Factors influencing married youths, decision on contraceptive use in a rural area of Mayanmar. Southeast Asian Journal of Tropical Medicine and Public Health 40(5), 10571064.Google Scholar
Okezie, C. A., Ogbe, A. O. & Okezie, C. R. (2010) Socio-economic determinants of contraceptive use among rural women in Ikwuano local government area of Abia state, Nizeria. International NGO Journal 5(4), 7477.Google Scholar
Oliveira, I. T., de. Dias, G. J. & Padmadas, S. S. (2014) Dominance of sterilisation and alternative choices of contraception in India: an appraisal of the socioeconomic impact. PLoS One 9(1), e86654.CrossRefGoogle ScholarPubMed
Omran, A. R. (1992) Family Planning in the Legacy of Islam. Routledge, New York.Google Scholar
Pachauri, S. (2014) Priority strategies for India’s family planning programme. Indian Journal of Medical Research 140 (supplement), 137146.Google ScholarPubMed
Pande, R. (2003) Selective gender differences in childhood nutrition and immunization in rural India: the role of siblings. Demography 40(3), 395418.CrossRefGoogle ScholarPubMed
Pickett, K. E. & Pearl, M. (2001) Multilevel analysis of neighbourhood socioeconomic context and health outcomes: a critical review. Journal of Epidemiology and Community Health 55, 111122.Google Scholar
Poston, L. (2005) Islam. In Manning, C. & Zuckerman, P. (eds) Sex and Religion. Thomson Wadsworth, Toronto, pp. 181197.Google Scholar
Pulla, P. (2014) Why are women dying in India’s sterilisation camps? BMJ 349, g7509.Google Scholar
Raju, K. N. M. & Bhat, T. N. (1995) Sex composition of living children against socio-economic variables while accepting family planning methods. Demography India 24, 8799.Google Scholar
RamaRao, S., Lacuesta, M., Costello, M., Pangolibay, B. & Jones, H. (2003) The link between quality of care and contraceptive use. International Family Planning Perspectives 29(2), 7683.Google Scholar
Ramesh, B. M., Gulati, S. C. & Ratherford, R. D. (1996) Contraceptive use in India. National Family Health Survey Subject Reports No. 2. IIPS, Mumbai, East-West Centre, Honolulu.Google Scholar
Registrar General of India (2014) Primary Census Abstract, Census of India 2011. Ministry of Home Affairs, Government of India.Google Scholar
Registrar General of India (2016) Religion Primary Census Abstract, Census of India 2011. Ministry of Home Affairs, Government of India.Google Scholar
Roy, T. K., Ram, F., Nangia, P., Saha, U. & Khan, N. (2003) Can women’s childbearing and contraceptive intentions predict contraceptive demand? Findings from a longitudinal study in central India. International Family Planning Perspectives 29(1), 2531.Google Scholar
Sahoo, H. (2007) Determinants of contraceptive use in Orissa: an analysis from National Family Health Survey 3. Health and Population – Perspective and Issues 30(3), 208221.Google Scholar
Saleem, S. & Bobak, M. (2005) Women’s autonomy, education and contraception use in Pakistan: a national study. Reproductive Health 2(8), 18.Google Scholar
Samandari, G., Speizer, I. S. & O’Connell, K. (2010) The role of social support and parity in contraceptive use in Combodia. International Perspectives on Sexual and Reproductive Health 36(3), 122131.Google Scholar
Santhya, K. G. (2003) Changing family planning scenario in India: an overview of recent evidence. Population Council Working Paper No. 17. Population Council, New Delhi. URL: http://www.popcouncil.org/pdfs/wp/seasia/seawp17.pdf (accessed 12th November 2013).Google Scholar
Schenker, J. G. & Rabenou, V. (1993) Family planning: cultural and religious perspectives. Human Reproduction 8(6), 969976.Google Scholar
Seiber, E. & Bertrand, J. (2002) Access as a factor in differential contraceptive use between Mayans and Ladinos in Guatemala. Health Policy and Planning 17(2), 167177.Google Scholar
Sharma, R. K. & Rani, M. (2009) Contraceptive use among Ttribal women of Central India: experiences among DLHS-RCH–II Survey. Research and Practice in Social Sciences 5(1), 4446.Google Scholar
Singh, A., Ogollah, R., Ram, F. & Pallikadavath, S. (2012) Sterilisation regret among married women in India: implications for the Indian National Family Planning Programme. International Perspectives on Sexual and Reproductive Health 38, 187195.Google Scholar
Singh, K. K., Verma, S. & Tanti, S. (2014) Contraceptive use among postpartum women in India. Asian Population Studies 10(1), 2329.Google Scholar
Skrondal, A. & Rabe-Hesketh, S. (2003) Multilevel logistic regression for polytomous data and rankings. Psychometrika 68(2), 267287.Google Scholar
Snijders, T. A. B. & Bosker, R. (1999) Multilevel Analysis. An Introduction to Basic and Advanced Multilevel Modeling. Sage, Thousand Oaks, CA.Google Scholar
Stephenson, R., Baschieri, A., Clements, S., Hennink, M. & Madise, N. (2007) Contextual influences on modern contraceptive use in sub-Saharan Africa. American Journal of Public Health 97(7), 12331240.Google Scholar
Stephenson, R., Beke, A. & Tshibangu, D. (2008) Contextual influence on contraceptive use in the Eastern Cape, South Africa. Health & Place 14, 841852.Google Scholar
Stephenson, R. B. & Tsui, A. O. (2002) Contextual influences on reproductive health service use in Uttar Pradesh, India. Studies in Family Planning 3(4), 309320.Google Scholar
Stephenson, R. B. & Tsui, A. O. (2003) Contextual influences on reproductive wellness in Northern India. American Journal of Public Health 93(11), 18201829.Google Scholar
Sultan, M., Cleland, J. C. & Ali, M. M. (2002) Assessment of a new approach to family planning services in rural Pakistan. American Journal of Public Health 92, 11681172.Google Scholar
UNDP (2004) West Bengal Human Development Report 2004. URL: http://hdr.undp.org/en/content/west-bengal-human-development-report-2004 Google Scholar
UNDP & Government of West Bengal (2008) District Human Development Report – Birbhum. URL: http://wbplan.gov.in/htm/humandev/docs/DHDR_Birbhum/birbhum_main.htm.Google Scholar
Vernon, R. (2009) Meeting the family planning needs of postpartum women. Studies in Family Planning 40, 235245.Google Scholar
Walvekar, P. R. (2012) Determinants of contraceptive use among married women residing in rural areas of Belgaum. Journal of Medical and Allied Sciences 2, 711.Google Scholar
Yee, L. & Simon, M. (2010) The role of social network in contraceptive decision making among young, African American and Latina women. Journal of Adolescent Health 7(4), 374380.Google Scholar