Methods and protocol of a mixed method quasi-experiment to evaluate the effects of a structural economic and food security intervention on HIV vulnerability in rural Malawi: The SAGE4Health Study

Lance S Weinhardt, Loren W Galvao, Thokozani Mwenyekonde, Katarina M Grande, Patricia Stevens, Alice F Yan, Lucy Mkandawire-Valhmu, Winford Masanjala, Jennifer Kibicho, Emmanuel Ngui, Lindsay Emer, Susan C Watkins, Lance S Weinhardt, Loren W Galvao, Thokozani Mwenyekonde, Katarina M Grande, Patricia Stevens, Alice F Yan, Lucy Mkandawire-Valhmu, Winford Masanjala, Jennifer Kibicho, Emmanuel Ngui, Lindsay Emer, Susan C Watkins

Abstract

Background: Poverty and lack of a predictable, stable source of food are two fundamental determinants of ill health, including HIV/AIDS. Conversely, episodes of poor health and death from HIV can disrupt the ability to maintain economic stability in affected households, especially those that rely on subsistence farming. However, little empirical research has examined if, and how, improvements in people's economic status and food security translate into changes in HIV vulnerability.

Methods: In this paper, we describe in detail the methods and protocol of an academic-NGO collaboration on a quasi-experimental, longitudinal study of the mechanisms and magnitude of the impact of a multilevel economic and food security program (Support to Able-Bodied Vulnerable Groups to Achieve Food Security; SAFE), as implemented by CARE. Primary outcomes include HIV vulnerability (i.e., HIV risk behaviors, HIV infection), economic status (i.e., income, household assets) and food security (including anthropometric measures). We recruited participants from two types of areas of rural central Malawi: traditional authorities (TA) selected by CARE to receive the SAFE program (intervention group) and TAs receiving other unrelated CARE programming (controls). In the intervention TAs, we recruited 598 program participants (398 women, 200 men) and interviewed them at baseline and 18- and 36-month follow-ups; we interviewed 301 control households. In addition, we conducted random surveys (n = 1002) in the intervention and control areas with a 36-month assessment interval, prior to and after implementation of SAFE. Thus, we are examining intervention outcomes both in direct SAFE program participants and their larger communities. We are using multilevel modeling to examine mediators and moderators of the effects of SAFE on HIV outcomes at the individual and community levels and determine the ways in which changes in HIV outcomes feed back into economic outcomes and food security at later interviews. Finally, we are conducting a qualitative end-of-program evaluation consisting of in-depth interviews with 90 SAFE participants.

Discussion: In addition to examining pathways linking structural factors to HIV vulnerability, this research will yield important information for understanding the impact of a multilevel environmental/structural intervention on HIV, with the potential for other sustainable long-term public health benefits.

Keywords: Food security; HIV; Malawi; Microfinance; Quasi-experimental design; Village savings and loans.

Figures

Figure 1
Figure 1
SAGE4 Health Project study design and sampling procedure.
Figure 2
Figure 2
SAGE4 Health Project study timeline.
Figure 3
Figure 3
Ecological framework of HIV determinants, impact, and responses. (Loevinsohn and Gillespie, 2003).

References

    1. Aarehag L, Dureval D, Sjöblom M, de Vlyder S. Country Economic Report. The impact of HIV/AIDS on the economy, livelihoods, and poverty of Malawi. Available via Swedish International Development Cooperation Agency (SIDA) 2006.
    1. Anderson SA. Core indicators of nutritional state for difficult-to-sample populations. J Nutr. 1990;120(Suppl 11):1559–1600.
    1. Anema A, Vogenthaler N, Frongillo E, Kadiyala S, Weiser S. Food insecurity and HIV/AIDS: current knowledge, gaps, and research priorities. Curr HIV/AIDS Rep. 2009;6(4):224–231. doi: 10.1007/s11904-009-0030-z.
    1. Anema A, Chan K, Chen Y, Weiser S, Montaner JSG, Hogg RS. Relationship between food insecurity and mortality among HIV-positive injection drug users receiving antiretroviral therapy in British Columbia, Canada. PLoS One. 2013;8(5):e61277. doi: 10.1371/journal.pone.0061277.
    1. Anglewicz P, Adams J, Obare F, Kohler H-P, Watkins S. The Malawi diffusion and ideational change project 2004–06: data collection, data quality, and analysis of attrition. Demogr Res. 2009;20(21):503. doi: 10.4054/DemRes.2009.20.21.
    1. Anokwa Y, Hartung C, Brunette W, Borriello G, Lerer A. Open source data collection in the developing world. Computer. 2009;42(10):97–99. doi: 10.1109/MC.2009.328.
    1. Ayers L, Kavanaugh K, Knafl KA. Within-case and across-case approaches to qualitative data analysis. Qual Health Res. 2003;13(6):871–883. doi: 10.1177/1049732303013006008.
    1. Bonell C, Hargreaves J, Strange V, Pronyk P, Porter J. Should structural interventions be evaluated using RCTs? The case of HIV prevention. Soc Sci Med. 2006;63(5):1135–1142. doi: 10.1016/j.socscimed.2006.03.026.
    1. Bonell CP, Hargreaves J, Cousens S, Ross D, Hayes R, Petticrew M, Kirkwood BR. Alternatives to randomisation in the evaluation of public health interventions: design challenges and solutions. J Epidemiol Community Health. 2011;65(7):582–587. doi: 10.1136/jech.2008.082602.
    1. Braun V, Clarke V. Using thematic analysis in psychology. Qual Res Psychol. 2006;3:77–101. doi: 10.1191/1478088706qp063oa.
    1. Bryceson DF, Fonseca J, Kadzandira J. Social Pathways from the HIV/AIDS Deadlock of Disease, Denial and Desperation in Rural Malawi. Available via Southern African Regional Poverty Network (SARPN) 2004.
    1. The World Factbook. 2010.
    1. Chima J. Support to able bodied vulnerable groups to achieve food security project (SAFE) (FOOD/2007/141–395) (2008–10): End of project evaluation final report. Lilongwe: CARE Malawi/ICRISAT/CARE Austria/EU; 2011.
    1. Chin B. Income, health, and well-being in rural Malawi. Demogr Res. 2010;23(35):997–1030. doi: 10.4054/DemRes.2010.23.35.
    1. Cohen J. Statistical Power Analysis for the Behavioral Sciences. 2. New Jersey: Lawrence Erlbaum; 1988.
    1. de Onis M, Onyango AW, Borghi E, Garza C, Yang H. Comparison of the World Health Organization (WHO) child growth standards and the National Center for Health Statistics/WHO international growth reference: implications for child health programmes. Public Health Nutr. 2006;9(07):942–947. doi: 10.1017/PHN20062005.
    1. de Onis M, Garza C, Onyango AW, Rolland-Cachera MF. Les standards de croissance de l’organisation mondiale de la santé pour les nourrissons et les jeunes enfants. Arch Pediatr. 2009;16(1):47–53. doi: 10.1016/j.arcped.2008.10.010.
    1. de Waal A, Whiteside A. New variant famine: AIDS and food crisis in Southern Africa. Lancet. 2003;362(9391):1234–1237. doi: 10.1016/S0140-6736(03)14548-5.
    1. Delisle H, Roberts J, Munro M, Jones L, Gyorkos T. The role of NGOs in global health research for development. Health Res Policy Syst. 2005;3(1):3. doi: 10.1186/1478-4505-3-3.
    1. Fisher JD, Fisher WA, Bryan AD, Misovich SJ. Information-motivation-behavioral skills model-based HIV risk behavior change intervention for inner-city high school youth. Health Psychol. 2002;21(2):177–186. doi: 10.1037/0278-6133.21.2.177.
    1. Gupta GR, Parkhurst JO, Ogden JA, Aggleton P, Mahal A. Structural approaches to HIV prevention. Lancet. 2008;372(9640):764–775. doi: 10.1016/S0140-6736(08)60887-9.
    1. Hargreaves JR. Incorporating a Structural Approach Within Combination hiv Prevention: An Organising Framework. Paper Presented at the Structural Approaches to HIV Prevention Position Paper Series, Arlington, June 2013. 2013.
    1. National Statistical Office (NSO) Zomba: The Commissioner of Statistics; 2010-2011.
    1. Johnson BT, Carey MP, Marsh KL, Levin KD, Scott-Sheldon LA. Interventions to reduce sexual risk for the human immunodeficiency virus in adolescents, 1985–2000: a research synthesis. Arch Pediatr Adolesc Med. 2003;157(4):381–388. doi: 10.1001/archpedi.157.4.381.
    1. Kalichman SC, Cherry C, Amaral CM, Swetzes C, Eaton L, Macy R, Grebler T, Kalichman MO. Adherence to antiretroviral therapy and HIV transmission risks: implications for test-and-treat approaches to HIV prevention. AIDS Patient Care STDS. 2010;24(5):271–277. doi: 10.1089/apc.2009.0309.
    1. Kim JC, Watts CH, Hargreaves JR, Ndhlovu LX, Phetla G, Morison LA, Busza J, Porter JDH, Pronyk P. Understanding the impact of a microfinance-based intervention on women’s empowerment and the reduction of intimate partner violence in South Africa. Am J Public Health. 2007;97(10):1794–1802. doi: 10.2105/AJPH.2006.095521.
    1. Krieger N. Epidemiology and the web of causation: has anyone seen the spider? Soc Sci Med. 1994;39:887–903. doi: 10.1016/0277-9536(94)90202-X.
    1. Liang KY, Zeger SL. Longitudinal data analysis using generalized linear models. Biometrika. 1986;73:13–22. doi: 10.1093/biomet/73.1.13.
    1. Lin HY, Myers L. Power and Type I error rates of goodness-of-fit statistics for binomial generalized estimating equations (GEE) models. Comput Stat Data Anal. 2006;50(12):3432–3448. doi: 10.1016/j.csda.2005.07.017.
    1. Loevinsohn ME, Gillespie S. HIV/AIDS, Food Security, and Rural Livelihoods: Understanding and Responding. Working Paper no. 2, IFPRI Discuss Pap Ser 157. 2003.
    1. Maes KC, Hadley C, Tesfaye F, Shifferaw S. Food insecurity and mental health: surprising trends among community health volunteers in Addis Ababa, Ethiopia during the 2008 food crisis. Soc Sci Med. 2010;70(9):1450–1457. doi: 10.1016/j.socscimed.2010.01.018.
    1. Masanjala W. The poverty-HIV/AIDS nexus in Africa: a livelihood approach. Soc Sci Med. 2007;64(5):1032–1041. doi: 10.1016/j.socscimed.2006.10.009.
    1. Mataya C. WHO Agreement on Agriculture: The Implementation Experience—Developing Country Case Studies. Available via: The Food and Agriculture Organization of the United Nations. 2003. Malawi.
    1. Miller C, Bangsberg D, Tuller D, Senkungu J, Kawuma A, Frongillo E, Weiser S. Food insecurity and sexual risk in an HIV epidemic community in Uganda. AIDS Behav. 2011;15:1512–1519. doi: 10.1007/s10461-010-9693-0.
    1. Mkandawire-Valhmu, Stevens PE. The critical value of focus group discussions in research with women living with HIV in Malawi. Qual Health Res. 2010;20:684–696. doi: 10.1177/1049732309354283.
    1. Malawi Demographic and Health Survey 2010. Zomba and Calverton: NSO and ICF Marco; 2011.
    1. Nelson K, Brown ME, Lurie N. Hunger in an adult patient population. JAMA. 1998;279(15):1211–1214. doi: 10.1001/jama.279.15.1211.
    1. Normén L, Chan K, Braitstein P, Anema A, Bondy G, Montaner JSG, Hogg RS. Food insecurity and hunger are prevalent among HIV-positive individuals in British Columbia, Canada. J Nutr. 2005;135(4):820–825.
    1. Olson CM. Nutrition and health outcomes associated with food insecurity and hunger. J Nutr. 1999;129(Suppl 2):S521–S524.
    1. Prinzie P, Onghena P. Cohort Sequential Design. In: Hoboken NJ, editor. Encyclopedia of Statistics in Behavioral Science. Ltd: John Wiley & Sons; 2005.
    1. Pronyk PM, Hargreaves JR, Kim JC, Morison LA, Phetla G, Watts C, Busza J, Porter JD. Effect of a structural intervention for the prevention of intimate-partner violence and HIV in rural South Africa: a cluster randomised trial. Lancet. 2006;368:1973–1983. doi: 10.1016/S0140-6736(06)69744-4.
    1. Riessman CK. Narrative Methods for the Human Sciences. Thousand Oaks: Sage Publications, Inc.; 2008.
    1. Ritchie J, Lewis J, Elam G, Tennant R, Rahim N. Designing and selecting samples. In: Ritchie J, Lewis J, Nicholls CM, Ormston R, editors. Qualitative research practice: A guide for social science students and researchers. 2. Los Angeles: SAGE; 2014. pp. 111–145.
    1. Schensul SL, Schensul JJ, LeCompte MD. Essential Ethnographic Methods. Walnut Creek: Altamira Press; 1999.
    1. Shadish WR, Cook TD, Campbell DT. Experimental and Quasi-Experimental Designs for Generalized Causal Inference. 2. Stamford: Cengage Learning; 2001.
    1. Spradley JP. The Ethnographic Interview. Orlando: Harcourt Brace Jovanovich College Publishers; 1979.
    1. Stevens PE, Galvao LW. “He won’t use condoms”: HIV-infected women’s struggles in primary relationships with serodiscordant partners. Am J Public Health. 2007;97(6):1015–1022. doi: 10.2105/AJPH.2005.075705.
    1. Stevens PE, Hildebrandt E. Pill-taking from the perspective of HIV-infected women who are vulnerable to antiretroviral treatment failure. Qual Health Res. 2009;19(5):593–604. doi: 10.1177/1049732309333272.
    1. Tsai AC, Bangsberg DR, Emenyonu N, Senkungu JK, Martin JN, Weiser SD. The social context of food insecurity among persons living with HIV/AIDS in rural Uganda. Soc Sci Med. 2011;73(12):1717–1724. doi: 10.1016/j.socscimed.2011.09.026.
    1. Tsai AC, Hung KJ, Weiser SD. Is food insecurity associated with HIV risk? Cross-sectional evidence from sexually active women in Brazil. PLoS One. 2012;9(4):e1001203.
    1. Malawi. 2013. Statistics.
    1. Victora CG, Habicht J, Bryce J. Evidence-based public health: moving beyond randomized trials. Am J Public Health. 2004;94(3):400–405. doi: 10.2105/AJPH.94.3.400.
    1. Wang EA, McGinnis KA, Fiellin DA, Goulet JL, Bryant K, Gibert CL, Leaf DA, Mattocks K, Sullivan LE, Vogenthaler N, Justice AC, VACS Project Team Food insecurity is associated with poor virologic response among HIV-infected patients receiving antiretroviral medications. J Gen Intern Med. 2011;26(9):1012–1018. doi: 10.1007/s11606-011-1723-8.
    1. Weinhardt LS, Carey MP, Maisto SA, Carey KB, Cohen MM, Wickramasinghe SM. Reliability of the timeline follow-back sexual behavior interview. Ann Behav Med. 1998;20(1):25–30. doi: 10.1007/BF02893805.
    1. Weinhardt LS, Carey MP, Johnson BT, Bickham NL. Effects of HIV counseling and testing on sexual risk behavior: Meta-analysis of published research, 1985–1997. Am J Public Health. 1999;89(9):1397–1405. doi: 10.2105/AJPH.89.9.1397.
    1. Weinhardt LS, Galvao LW, Stevens PE, Masanjala WH, Bryant C, Ng’ombe T. Broadening research on microfinance and related strategies for HIV prevention: Commentary on Dworkin and Blankenship. AIDS Behav. 2009;13:470–473. doi: 10.1007/s10461-009-9561-y.
    1. Weiser S, Frongillo E, Ragland K, Hogg R, Riley E, Bangsberg D. Food insecurity is associated with incomplete HIV RNA suppression among homeless and marginally housed HIV-infected individuals in San Francisco. J Gen Intern Med. 2009;24(1):14–20. doi: 10.1007/s11606-008-0824-5.
    1. Weiser SD, Fernandes K, Anema A, Brandson E, Lima VD, Montaner J, Hogg RS. Food Insecurity as a Barrier to Antiretroviral Therapy (ART) Adherence Among HIV-Infected Individuals. Paper Presented at the Fifth International AIDS Society Conference on HIV Pathogenesis, Treatment and Prevention, Cape Town, 19–22 July 2009. 2009.
    1. Weiser SD, Tsai AC, Senkungu J, Emenyonu N, Tien P, Geng E, Hunt P, Martin J, Bangsberg DR. Food Insecurity and Morbidity Among HIV-Infected Persons Accessing Antiretroviral Therapy (ART) in Rural Uganda. Paper Presented at the VIII International AIDS Conference, Vienna, 18–23 July 2010. 2010.
    1. Weiser SD, Young SL, Cohen CR, Kushel MB, Tsai AC, Tien PC, Hatcher AM, Frongillo EA, Bangsberg DR. Conceptual framework for understanding the bidirectional links between food insecurity and HIV/AIDS. Am J Clin Nutr. 2011;94(6):1729S–1739S. doi: 10.3945/ajcn.111.012070.
    1. Whitley BE, Jr, Kite ME. Principles of Research in Behavioral Science. 3. New York: Routledge; 2012.
    1. Key Publications. 2003. Programming in the era of AIDS: WFP’s Response to HIV/AIDS.

Source: PubMed

3
Abonnere