Evaluating the Transferability of a U.S. Human Well-Being Index (HWBI) Framework to Native American Populations
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A Human Well-Being Index (HWBI) has been developed for the U.S. to help inform and empower decision makers to equitably weigh and integrate human health, socio-economic, environmental and ecological factors to foster sustainability. The integrity of the index structure is designed to be transferable to different U.S. population groups across space, time and demography. This paper presents the applicability and integrity of the HWBI framework using metrics scaled to assess well-being for American Indian Alaska Native (AIAN) and large tribal populations. Potential modifications needed to produce reasonably defensible well-being assessments were identified and HWBIs were calculated for the AIAN population and large tribal groups for the time period covering 2000–2010. Greater than 80 % of the data available for a national AIAN assessment were specific to the target population, while the remaining data were derived from the general U.S. population. Despite the utilization of non-target data, the AIAN well-being signature could still be differentiated from the U.S. HWBI, indicating that the HWBI approach is transferable. As designed, the framework is intended to be used for a variety of spatial scales and demographic groups; however, the degree to which the structure can be utilized is dependent upon the availability and quantity of quality data.
KeywordsWell-being Index Tribal American Indian Alaska Native populations
- Bell, R. (2011). Barriers to diabetes prevention and control among American Indians. N.C. Medical Journal, 72(5), 393–396.Google Scholar
- Bureau of Indian Affairs (BIA). (2013). Frequently asked questions. Retrieved August 27, 2013, from http://www.bia.gov/FAQs/index.htm.
- Bureau of Labor Statistics (BLS). (2012). American time use survey. Retrieved from U.S. Department of Labor website: http://www.bls.gov/tus/.
- Center for Disease Control and Prevention (CDC). (2013a). Behavioral risk factor surveillance system. Retrieved from U.S. Department of Health and Human Services website: http://www.cdc.gov/brfss/data_documentation/index.htm.
- Center for Disease Control and Prevention (CDC). (2013c). National vital statistics system. Retrieved from U.S. Department of Health and Human Services website: http://www.cdc.gov/nchs/nvss.htm.
- Center for Disease Control and Prevention (CDC). (2013d). Youth risk behavior surveillance system. Retrieved from U.S. Department of Health and Human Services website: http://www.cdc.gov/HealthyYouth/yrbs/index.htm.
- Center of Disease Control and Prevention (CDC). (2013b). Compressed mortality file on CDC WONDER. Retrieved from U.S. Department of Health and Human Services website: http://wonder.cdc.gov/mortsql.html.
- Cochran, P., Huntington, O. H., Pungowiyi, C., Tom, S., Chapin III, F. S., Huntington, H. P, Maynard, N. G., & Trainor, S. F. (2013). Indigenous frameworks for observing and responding to climate change in Alaska. Climatic Change 120(3), 557–567.Google Scholar
- DeVoe, J. F., Darling-Churchill, K. E., & Snyder, T. D. (2008). Status and trends in the education of American Indians and Alaska Natives: 2008 (NCES 2008-084). Retrieved from U.S. Department of Education website: http://files.eric.ed.gov/fulltext/ED502797.pdf.
- Edwards, K., & Patchwell, B. (2009). State of science: A cultural view of Native Americans and diabetes prevention. Journal of Cultural Diversity, 16(1), 32–35.Google Scholar
- Federal Bureau of Investigation (FBI). (2010). Uniform crime reports. Retrieved September 11, 2013, from https://www.fbi.gov/about-us/cjis/ucr/ucr.
- Gallup-Healthways. (2009). Gallup-healthways well-being index: Methodology report for indices. Retrieved from Gallup-Healthways Well-being website: http://wbi.meyouhealth.com/files/GallupHealthwaysWBI-Methodology.pdf.
- Garrett, M. T., Rivera, E. T., Dixon, A. L., & Myers, J. E. (2012). Acculturation and wellness of Native American adolescents in the United States of North America. Perspectivas Sociales, 11(1 y 2), 1–31.Google Scholar
- Gone, J. P. (2004). Mental health services for Native Americans in the 21st century in the United States. Professional Physcology, 35(1), 10–18.Google Scholar
- Guadagnolo, B. A., Cina, K., Helbig, P., Molloy, K., Reiner, M., Cook, E. F., et al. (2009). Medical mistrust and less satisfaction with health care among Native Americans presenting for cancer treatment. Journal of Healthcare for the Poor and Underserved, 20(1), 210–226. doi:10.1353/hpu.0.0108.CrossRefGoogle Scholar
- Hazards and Vulnerability Research Institute. (2012). Social vulnerability index for the United States—2006–10. Retrieved from University of South Carolina website: webra.cas.sc.edu/hvri/products/sovi.aspx.
- Jones, D. S. (2006). The persistence of American Indian health disparities. Journal Information, 96(12), 2122–2134.Google Scholar
- Kronik, J., & Verner, D. (2010). The role of indigenous knowledge in crafting adaptation and mitigation strategies for climate change in Latin America.In: Mearns, R., Norton, A. (Eds.), Social Dimensions of Climate Change: Equity and Vulnerability in a Warming World (pp. 145–172). Washington, DC: The World Bank.Google Scholar
- Maslow, A. H., Frager, R., & Fadiman, J. (1970). Motivation and personality (Vol. 2). New York: Harper & Row.Google Scholar
- Ministry of Social Development. (2010). Social indicators for New Zealand. In the social report. Retrieved September 11, 2013, from http://socialreport.msd.govt.nz/.
- National Caucus of Native American State Legislators. (2008). Striving to achieve: Helping Native American students succeed. Retrieved September 11, 2013, from http://www.ncsl.org/print/statetribe/strivingtoachieve.pdf.
- National Center for Education Statistics (NCES). (2009). National Assessment of Educational Progress (NAEP), 2009 National Indian Education Study (NIES). Retrieved from U.S. Department of Education website: http://nces.ed.gov/nationsreportcard/about/.
- National Center for Education Statistics (NCES). (2011). National Assessment of Adult Literacy (NAAL). Retrieved from U.S. Department of Education: Institute of Education Statistics website: http://nces.ed.gov/naal/.
- National Center for Education Statistics (NCES). (2012). National Assessment of Educational Progress. Retrieved from U.S. Department of Education website: http://nces.ed.gov/nationsreportcard/about/.
- National Conference of State Legislature. (2013). Issues & research: Disparities in Health. Retrieved August 27, 2013, from http://www.ncsl.org/issues-research/health/health-disparities-overview.aspx.
- Norris, T., Vines, P. L., & Hoeffel, E. M. (2012). The American Indian and Alaska Native Population: 2010. US Department of Commerce, Economics and Statistics Administration, US Census Bureau, 1–32.Google Scholar
- Offices of Secondary and Elementary Education. (2004). Title VII—Indian, Native Hawaiian and Alaska Native Education. In U.S. Department of Education. Retrieved http://www2.ed.gov/policy/elsec/leg/esea02/pg98.html.
- Schmidt, R. W. (2012). American Indian identity and blood quantum in the 21st century: A critical review. Journal of Anthropology, 2011.Google Scholar
- Smith, T. W, Marsden, P., Hout, M., & Kim, J. (2013c). General Social Surveys, 1972–2012 [machine-readable data file]/Principal Investigator, Tom W. Smith; Co-Principal Investigator, Peter V. Marsden; Co-Principal Investigator, Michael Hout; Sponsored by National Science Foundation. —NORC ed.— Chicago: National Opinion Research Center [producer]; Storrs, CT: The Roper Center for Public Opinion Research, University of Connecticut [distributor].Google Scholar
- Summers, J. K., Smith, L. M., Harwell, L. C., Case, J. C., Wade, K. M., Straub, K. R., et al. (2014). An Index of Human Well-Being for the U.S.: A TRIO approach. Sustainability, 6, 3916–3955.Google Scholar
- The American National Election Studies. (2013). Data center. Retrieved August 27, 2013, from http://electionstudies.org/studypages/download/datacenter_all_NoData.php.
- U.S. Census Bureau. (2000). Census 2000 Data for the United States. Retrieved from U. S. Department of Commerce website: http://www.census.gov/census2000/states/us.html.
- U.S. Census Bureau. (2001). Survey of income and program participation (SIPP) 2001 Topical Module. Accessed August 2013.Google Scholar
- U.S. Census Bureau. (2012). Current population survey (CPS): A joint effort between the bureau of labor statistics and the census bureau. Retrieved from U.S. Department of Commerce website: http://www.census.gov/cps/.
- U.S. Census Bureau. (2013). American community survey. Retrieved from U.S. Department of Commerce website: http://www.census.gov/acs/www/.
- U. S. Department of Justice (DOJ). Bureau of Justice Statistics (BJS). National Crime Victimization Surveys, 2000–2010 [Record-Type Files]. Ann Arbor, MI: Inter-university Consortium for Political and Social Research [distributor].Google Scholar
- U.S. Commission on Civil Rights. (2004). Broken promises: evaluating the Native American Health Care System. Washington, DC: U.S. Commission on Civil Rights http://www.usccr.gov/pubs/nahealth/nabroken.pdf.
- U.S. Department of Justice (DOJ). (2004). Appendix IV—The Nation’s Two Crime Measures. In Crime in the United States 2004. Retrieved September 11, 2013, from http://www2.fbi.gov/ucr/cius_04/appendices/appendix_04.html.
- U.S. Environmental Agency (USEPA). (2012). Indicators and Methods for constructing a U.S. Human Well-being Index (HWBI) for ecosystem services research. Report # EPA/600/R-12/023.Google Scholar
- U.S.History.org. (2013). U.S. history online textbook: Diversity of Native American groups. Retrieved August 27, 2013, from http://www.ushistory.org/us/1a.asp.
- Zhang, S., Liao, J., & Zhu, Z. (2008). A SAS ® Macro for single imputation. Presented at annual pharmaceutical industry SAS users group. Atlanta, GA, June 1–4, 2008.Google Scholar