Abstract
The indigenous people have been identified to be among the poorest and the most socioeconomically and culturally marginalized people all over the world. The main purpose of the paper is to explore the socioeconomic and demographic factors of indigenous people in Peninsular Malaysia in context of poverty and the role of income dependency of non-timber forest products (NTFP). The data were collected in 2014 and 2015 through primary and secondary sources. Partial least squares (PLS) method was used to analysis the data. PLS is a modeling technique that features multiple regression and principal component analysis. The study shows that still a large number of indigenous households is involved in the NTFP activities. But the communities are moving away from NTFP based income to cash-crop based income because of poor sustainable forest management and lack of forest property rights. However, NTFP have a significant role in the household income and contribute 24% of the average income. Moreover, the analysis shows that location is significant to the poverty. There should be a suitable sustainable forest management system which can teach these indigenous communities about proper way of NTFP gathering and given proper rights to forest land. Furthermore, education is not significant to indigenous people and there is a high rate of school dropout among them. The government should introduce a different education system for indigenous communities which will emphasize the importance of education to them.
References
Abdi, H. (2010). Partial least squares regression and projection on latent structure regression (PLS regression). Wiley Interdisciplinary Reviews: Computational Statistics, 2(1), 97–106.
Adhikari, M., Nagata, S., & Adhikari, M. (2004). Rural house and forest: An evaluation of household’s dependency on community forest in Nepal. Journal of Forest Research, 9(1), 33–44.
Altman, J. C. (2007). Alleviating poverty in remote indigenous Australia: The role of the hybrid economy. Canberra: Australian National University, Centre for Aboriginal Economic Policy Research.
Anderson, J., Ball, J., Bourke, I. J., Braatz, S., Clément, J., Dembner, S. A., et al. (1999). Non-wood forest products and income generation (p. 198). Rome: Unasylva, FAO.
Angelsen, A., & Wunder, S. (2003). Exploring the forest—poverty link: Key concepts, issues and research implication. Occasional paper No. 40. Center for International Forestry Research, Jakarta, Indonesia.
Arnold, J. E. M., & Pérez, M. R. (2001). Can non-timber forest products match tropical forest conservation and development objectives? Ecological Economics, 39(3), 437–447.
Arnold, M., & Townson, J. (1998). Assessing the potential of forest product activities to contribute to rural incomes in Africa. London: Overseas Development Institute.
Cavendish, W. (2000). Empirical regularities in the poverty-environment relationship of rural households: Evidence from Zimbabwe. World Development, 28(11), 1979–2003.
Chin, W. W., & Gopal, A. (1995). Adoption intention in GSS: Relative importance of beliefs. ACM SigMIS Database, 26(2–3), 42–64.
Chin, W. W., & Newsted, P. R. (1999). Structural equation modeling analysis with small samples using partial least squares. Statistical Strategies for Small Sample Research, 2, 307–342.
Colchester, M., MacKay, F., Griffiths, T., & Nelson, J. (2001). A survey of indigenous land tenure. Rome: Food and Agriculture Organization (FAO).
Deaton, A. (2008). Income, health, and well-being around the world: Evidence from the Gallup World Poll. Journal of Economic Perspectives, 22(2), 53–72.
Don, A. G. B. (2014). Masyarakat Orang Asli Muslim Malaysia Senario dan Realiti Kefahaman dan Penghayatan Islam. International Seminar: Da’wah & Ethnicity: Multidisciplinary Perspective.
EPU. (2009). Malaysia: Measuring and monitoring poverty and inequality. Putrajaya: The Economic Planning Unit, Ministry of Development.
FAO. (2010). Global forest resources assessment. Rome: The Food and Agriculture Organization of the United Nations (FAO).
Fornell, C., & Larcker, D. F. (1981). Two structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18, 39–50.
Geladi, P., & Kowalski, B. R. (1986). Partial least-squares regression: A tutorial. Analytica Chimica Acta, 185, 1–17.
Greene, S. M., Hammett, A. L., & Kant, S. (2000). Non-timber forest products marking system and market players in southwest Virginia: Crafts, medicinal and herbal and specialty wood products. Journal of Sustainable Forestry, 11(3), 19–39.
Hair, J. F., Sarstedt, M., Ringle, C. M., & Mena, J. A. (2012). An assessment of the use of partial least squares structural equation in marketing research. Journal of the Academy of Marketing Science, 40(3), 414–433.
Hall, G. H., & Patrinos, H. A. (2012). Indigenous peoples, poverty, and development. Cambridge, UK: Cambridge University Press.
Hamilton, E. (2012). Non-timer forest products in British Columbia: Policies, practices, opportunities and recommendations. Journal of Ecosystems and Management, 13(2), 1–24.
Homma, A. K. (1992). The dynamics of extraction in Amazonia: A historical perspective. Advances in Economic Botany, 9, 23.
Howell, C. J., Schwabe, K. A., & Samah, A. H. A. (2010). Non-timber forest product dependence among the Jah Hut subgroup of Peninsular Malaysia’s Orang Asli. Environment, Development and Sustainability, 12(1), 1–18.
Hulland, J. (1999). Use of partial least squares (PLS) in strategic management research: A review of four recent studies. Strategic Management Journal, 20(2), 195–204.
Huyser, K. R., Takei, I., & Sakamoto, A. (2014). Demographic factors associated with poverty among American Indians and Alaska Natives. Race and Social Problems, 6(2), 120–134.
Ismartini, P., Sunaryo, S., & Setiawan, S. (2010). The jackknife interval estimation of parameters in partial least squares regression model for poverty data analysis. IPTEK The Journal for Technology and Science, 21(3), 118–123.
JAKOA. (2011). Pelan Strategik Kemajuan Orang Asli 2011–2015. Kuala Lumpur: Jabatan Kemajuan Orang Asli Malaysia.
JHEOA (2008). Data maklumat asas Jabatan Hal Ehwal Orang Asli. Kuala Lumpur: Bahagian Perancangan dan Penyelidikan. Jabatan Hal Ehwal Orang Asli (JHEOA). http://www.jakoa.gov.my.
Jones, E. T. (2000). Non timber forest products: Considerations for tribal forestry. Proceedings of the Intertribal Timber Council Meeting. Lewiston, Idaho, June.
Kalt, J. P. (2007). The state of the native nations: Conditions under U.S. policies of self-determination. Oxford: Oxford University Press.
Kardooni, R., Kari, B. F., Yahaya, S. R., & Yusuf, S. H. (2014). Traditional knowledge of Orang Asli on forests in peninsular Malaysia. Indian Journal of Traditional Knowledge, 13(2), 283–291.
Kari, F. B., Masud, M. M., Yahaya, S. R. B., & Saifullah, M. K. (2016). Poverty within watershed and environmentally protected areas: The case of the indigenous community in Peninsular Malaysia. Environmental Monitoring and Assessment, 188(3), 1–14.
Krishnakumar, J., Yanagida, J. F., Anitha, V., Balakrishnan, R., & Radovich, T. J. (2015). Non-timber forest products certification and management: A socioeconomic study among the Kadars in Kerala, India. Environment, Development and Sustainability, 17(4), 837–858.
Mahapatra, A. K., Albers, H. J., & Robinson, E. J. (2005). The impact of NTFP sales on rural households’ cash income in India’s dry deciduous forest. Environmental Management, 35(3), 258–265.
Melaku, E., Ewnetu, Z., & Teketay, D. (2014). Non-timber forest products and household incomes in Bonga forest area, southwestern Ethiopia. Journal of forestry research, 25(1), 215–223.
Mina, C. D., & Barrios, E. B. (2010). Profiling poverty with multivariate adaptive regression splines. Philippine Journal of Development, 37(2), 55.
Noora, M. A. M. (2012). Advancing the Orang Asli through Malaysia’s clusters of excellence policy. Journal of International and Comparative Education, 1(2), 2232-1802.
Paumgarten, F. (2005). The role of non-timber forest products as safety-nets: A review of evidence with a focus on South Africa. GeoJournal, 64(3), 189–197.
Peters, C. M. (1994). Sustainable harvest of non-timber plant resources in tropical moist forest: An ecological primer. Washington, DC: Biodiversity Support Program.
Ringle, C. M., Götz, O., Wetzels, M., & Wilson, B. (2009). On the use of formative measurement specifications in structural equation modeling: A Monte Carlo simulation study to compare covariance-based and partial least squares model estimation methodologies. In METEOR Research Memoranda (RM/09/014), Maastricht University.
Sabates, R., Akyeampong, K., Westbrook, J., & Hunt, F. (2011). School dropout: Patterns, causes, changes and policies. Vienna: Paper commissioned for the EFA Global Monitoring Report.
Sawatsky, M. L., Clyde, M., & Meek, F. (2015). Partial least squares regression in the social sciences. The Quantitative Methods for Psychology, 11(2), 52–62.
Schreckenberg, K., Marshall, E., & Velde, D. W. (2006). NTFP commercialization and the rural poor: More than a safety net? Commercialization of non-timber forest products: Factors influencing success. Cambridge: UNEP World Conservation Monitoring Centre.
Tuck Po, L. (2002). The significance of Forest to the emergence of Batek knowledge in Pahang, Malaysia. Journal of Southeast Asian Studies, 40(1), 3–22.
Vedeld, P., Angelsen, A., Sjaastad, E., & Berg, G. K. (2004). Counting on the environment: Forest incomes and the rural Poor. Washington, DC: World Bank Environment Department, World Bank.
Vinzi, V. E., Chin, W. W., Henseler, J., & Wang, H. (Eds.). (2010). Handbook of partial least squares: Concepts, methods and applications. Springer Handbooks of Computational Statistics Series. Berlin: Springer.
Acknowledgements
The authors would like to acknowledge the University of Malaya, Kuala Lumpur for funding of this work under the grant Marketing Survey Strategy Compounds (FL001G-13BIO), PPP Grant (PG234-2015A) and Ministry of Education, Malaysia.
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Saifullah, M.K., Kari, F.B. & Othman, A. Income Dependency on Non-timber Forest Products: An Empirical Evidence of the Indigenous People in Peninsular Malaysia. Soc Indic Res 135, 215–231 (2018). https://doi.org/10.1007/s11205-016-1480-5
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DOI: https://doi.org/10.1007/s11205-016-1480-5