Using discrete choice modeling to evaluate the preferences and willingness to pay for leptospirosis vaccine

References

• Bharti AR, Nally JE, Ricaldi JN, Matthias MA, Diaz MM, Lovett MA, Levett PN, Gilman RH, Willig MR, Gotuzzo E, et al. Leptospirosis: a zoonotic disease of global importance. Lancet Infect Dis 2003; 3:757-71; PMID:14652202; http://dx.doi.org/10.1016/S1473-3099(03)00830-2
   PubMed Web of Science ®Google Scholar
• Levett PN. Leptospirosis: a forgotten zoonosis? Clin App Immunol Rev 2004; 4:435-48; http://dx.doi.org/10.1016/j.cair.2004.08.001
   Google Scholar
• Yanagihara Y, Villanueva SYAM, Yoshida SI, Okamoto Y, Masuzawa T. Current status of leptospirosis in Japan and Philippines. Comp Immunol Microbiol Infect Dis 2007; 30:399-413; PMID:17614131; http://dx.doi.org/10.1016/j.cimid.2007.05.003
   PubMed Web of Science ®Google Scholar
• Victoriano A, Smythe L, Gloriani-Barzaga N, Cavinta L, Kasai T, Limpakarnjanarat K, Ong B, Gongal G, Hall J, Coulombe C, et al. Leptospirosis in the Asia Pacific region. BMC Infect Dis 2009; 9:147; PMID:19732423; http://dx.doi.org/10.1186/1471-2334-9-147
   PubMed Web of Science ®Google Scholar
• Balbuena A, Herbosa T, Gundran C. Cases of leptospirosis after typhoon Ondoy (international name: Ketsana) seen at the emergency department: the philippine general hospital experience. WIT Trans Inform Commu Tech 2010; 43:PI-605-612.
   Google Scholar
• Borja M. Burden of Disease Study: Leptospirosis in an Urban Setting, Metro Manila. Manila 2012. Available at http://cph.upm.edu.ph/?q=node/337. Accessed on 14 July 2013
   Google Scholar
• Laurichesse H, Gourdon F, Smits HL, Abdoe TH, Estavoyer JM, Rebika H, Pouliquen P, Catalina P, Dubray C, Beytout J. Safety and immunogenicity of subcutaneous or intramuscular administration of a monovalent inactivated vaccine against Leptospira interrogans serogroup Icterohaemorrhagiae in healthy volunteers. Clin Microbiol Infect 2007; 13:395-403; PMID:17359323; http://dx.doi.org/10.1111/j.1469-0691.2007.01662.x
   PubMed Web of Science ®Google Scholar
• Martínez R, Pérez A, Quiñones MdC, Cruz R, Álvarez Á, Armesto M, Fernández C, Menéndez J, Rodríguez I, Baró M, et al. Eficacia y seguridad de una vacuna contra la leptospirosis humana en Cuba. Rev Panam Salud Pública 2004; 15:249-55; PMID:15193180
   PubMed Web of Science ®Google Scholar
• González M, Martínez R, Paz RCdl, Bourzac JFI, Novo IG, Suárez MB, Sierra AP, González GS, Rodríguez OF, Gutiérrez RB, et al. vax-Spiral®. Trivalent antileptospirosis vaccine for human use: research, development and impact on the disease in Cuba. MEDICC Rev 2004; 2:33.
   Google Scholar
• Watanabe H, Koizumi N. Leptospirosis vaccines: past, present, and future. J Postgrad Med 2005; 51:210-4; PMID:16333195
   PubMedGoogle Scholar
• Mould Quevedo JF, Contreras Hernández I, Garduño Espinosa J, Salinas Escudero G. The willingness-to-pay concept in question. Rev Saúde Pública 2009; 43:352-8; PMID:19225694; http://dx.doi.org/10.1590/S0034-89102009005000007
   PubMedGoogle Scholar
• Breidert C, Hahsler M, Reutterer T. A review of methods for measuring willingness-to-pay. Innovat Market 2006; 2:8-32
   Google Scholar
• Mangham LJ, Hanson K, McPake B. How to do (or not to do) … Designing a discrete choice experiment for application in a low-income country. Health Policy Plan 2009; 24:151-8; PMID:19112071; http://dx.doi.org/10.1093/heapol/czn047
   PubMed Web of Science ®Google Scholar
• Ryan M, Bate A, Eastmond C, Ludbrook A. Use of discrete choice experiments to elicit preferences. Quality Health Care 2001; 10:i55-i60; PMID:11533440; http://dx.doi.org/10.1136/qhc.0100055
   PubMedGoogle Scholar
• Hall J, Kenny P, King M, Louviere J, Viney R, Yeoh A. Using stated preference discrete choice modelling to evaluate the introduction of varicella vaccination. Health Econ 2002; 11:457-65; PMID:12112494; http://dx.doi.org/10.1002/hec.694
   PubMed Web of Science ®Google Scholar
• de Bekker-Grob EW, Hofman R, Donkers B, van Ballegooijen M, Helmerhorst TJ, Raat H, Korfage IJ. Girls’ preferences for HPV vaccination: a discrete choice experiment. Vaccine 2010; 28:6692-7; PMID:20708696; http://dx.doi.org/10.1016/j.vaccine.2010.08.001
   PubMed Web of Science ®Google Scholar
• Oteng B, Marra F, Lynd LD, Ogilvie G, Patrick D, Marra CA. Evaluating societal preferences for human papillomavirus vaccine and cervical smear test screening programme. Sex Trans Infect 2011; 87:52-7; PMID:20956352; http://dx.doi.org/10.1136/sti.2009.041392
   PubMed Web of Science ®Google Scholar
• Cameron MP, Newman PA, Roungprakhon S, Scarpa R. The marginal willingness-to-pay for attributes of a hypothetical HIV vaccine. Vaccine 2013; 31:3712-7; PMID:23747452; http://dx.doi.org/10.1016/j.vaccine.2013.05.089
   PubMed Web of Science ®Google Scholar
• Weaver J, Newman PA, Williams CC, Massaquoi N, Brown M. “Sisters, mothers, daughters and aunties”: HIV vaccine acceptability among African, caribbean and other black women in Toronto. Can J Public Health 2013; 104:e413-e7; PMID:24183184
   PubMed Web of Science ®Google Scholar
• Hensher DA, Rose JM, Greene WH. Applied choice analysis: a primer. Cambridge University Press; 2005; 744.
   Google Scholar
• Hofman R, de Bekker-Grob EW, Raat H, Helmerhorst TJ, van Ballegooijen M, Korfage IJ. Parents' preferences for vaccinating daughters against human papillomavirus in the Netherlands: a discrete choice experiment. BMC Public Health 2014; 14:454; PMID:24885861; http://dx.doi.org/10.1186/1471-2458-14-454
   PubMedGoogle Scholar
• Opel DJ, Diekema DS, Lee NR, Marcuse EK. Social marketing as a strategy to increase immunization rates. Arch Pediatr Adolesc Med 2009; 163:432-7; PMID:19414689; http://dx.doi.org/10.1001/archpediatrics.2009.42
   PubMed Web of Science ®Google Scholar
• CDC. Human papillomavirus vaccination coverage among adolescent girls, 2007-2012, and postlicensure vaccine safety monitoring, 2006-2013-United States. MMWR Morbidity and mortality weekly report: Centers for Disease Control Prevention, 2013:591.
   Google Scholar
• Safaeian M, Porras C, Pan Y, Kreimer A, Schiller JT, Gonzalez P, Lowy DR, Wacholder S, Schiffman M, Rodriguez AC, et al. Durable antibody responses following one dose of the bivalent human papillomavirus L1 virus-like particle vaccine in the costa rica vaccine trial. Cancer Prevention Res 2013; 6:1242-50; PMID:24189371; http://dx.doi.org/10.1158/1940-6207.CAPR-13-0203
   PubMed Web of Science ®Google Scholar
• Pennie RA, O'Connor AM, Dulberg CS, Bottiglia A, Manga P, Kang CY. Low-cost hepatitis B vaccine improves uptake among self-paying health-care students. J Med Virol 1992; 37:48-53; PMID:1535653; http://dx.doi.org/10.1002/jmv.1890370108
   PubMedGoogle Scholar
• Wilson P, Jones A. Giving developing countries the best shot: an overview of vaccine access and R & D. Oxfam International 2010; 28.
   Google Scholar
• Winkler JL, Wittet S, Bartolini RM, Creed-Kanashiro HM, Lazcano-Ponce E, Lewis-Bell K, Lewis MJ, Penny ME. Determinants of human papillomavirus vaccine acceptability in Latin America and the Caribbean. Vaccine 2008; 26:L73-L9; PMID:18945404; http://dx.doi.org/10.1016/j.vaccine.2008.05.027
   PubMedGoogle Scholar
• Andrus JK, Sherris J, Fitzsimmons JW, Kane MA, Aguado MT. Introduction of Human Papillomavirus Vaccines into Developing Countries - International Strategies for Funding and Procurement. Vaccine 2008; 26(Supplement 10):K87-K92; PMID:18847561; http://dx.doi.org/10.1016/j.vaccine.2008.05.003
   PubMedGoogle Scholar
• PHILHEALTH. Leptospirosis Benefit Package. 2012. Available at http://www.philhealth.gov.ph/circulars/2012/circ40_2012.pdf. Acessed on August 24,2014.
   Google Scholar
• Marshall H, Ryan P, Roberton D, Baghurst P. A cross-sectional survey to assess community attitudes to introduction of Human Papillomavirus vaccine. Aust N Z J Public Health 2007; 31:235-42; PMID:17679241; http://dx.doi.org/10.1111/j.1467-842X.2007.00054.x
   PubMed Web of Science ®Google Scholar
• Ibuka Y, Chapman G, Meyers L, Li M, Galvani A. The dynamics of risk perceptions and precautionary behavior in response to 2009 (H1N1) pandemic influenza. BMC Infect Dis 2009; 10:296; http://dx.doi.org/10.1186/1471-2334-10-296
   Web of Science ®Google Scholar
• Ignacio V-S, Cardenas-Marrufo MF, Jimenez-Delgadillo B, Alzina-Lopez A, Laviada-Molina H, Suarez-Solis V, Zavala-Velazquez JE. Clinical-epidemiological study of leptospirosis in humans and reservoirs in Yucatan, Mexico. Rev Inst Med Trop Sao Paulo 2002; 44:335-40; PMID:12532218
   PubMedGoogle Scholar
• Kobayashi Y. Clinical observation and treatment of leptospirosis. J Infect Chemother 2001; 7:59-68; PMID:11455495; http://dx.doi.org/10.1007/s101560100011
   PubMedGoogle Scholar
• Fletcher JM, Frisvold DE. Higher education and health investments: does more schooling affect preventive health care use? J Hum Cap 2009; 3:144; PMID:22368727; http://dx.doi.org/10.1086/645090
   PubMedGoogle Scholar
• Scott TL, Gazmararian JA, Williams MV, Baker DW. Health literacy and preventive health care use among Medicare enrollees in a managed care organization. Med Care 2002; 40:395-404; PMID:11961474; http://dx.doi.org/10.1097/00005650-200205000-00005
   PubMed Web of Science ®Google Scholar
• Rosenzweig MR, Schultz TP. Schooling, information and nonmarket productivity: contraceptive use and its effectiveness. Int Econ Rev 1989: 30:457-77; http://dx.doi.org/10.2307/2526657
   Google Scholar
• Grossman M. Education and nonmarket outcomes. Handbook Econo Educat 2006; 1:577-633; http://dx.doi.org/10.1016/S1574-0692(06)01010-5
   Google Scholar
• Dias JP, Teixeira MG, Costa MCN, Mendes CMC, Guimarães P, Reis MG, Ko A, Barreto ML. Factors associated with Leptospira sp infection in a large urban center in northeastern Brazil. Rev Soc Bras Med Trop 2007; 40:499-504; PMID:17992402; http://dx.doi.org/10.1590/S0037-86822007000500002
   PubMed Web of Science ®Google Scholar
• Ndiritu M, Cowgill K, Ismail A, Chiphatsi S, Kamau T, Fegan G, Feikin D, Newton C, Scott JA. Immunization coverage and risk factors for failure to immunize within the Expanded Programme on Immunization in Kenya after introduction of new Haemophilus influenzae type b and hepatitis b virus antigens. BMC Public Health 2006; 6:132; PMID:16707013; http://dx.doi.org/10.1186/1471-2458-6-132
   PubMed Web of Science ®Google Scholar
• Pavlopoulou I, Michail K, Samoli E, Tsiftis G, Tsoumakas K. Immunization coverage and predictive factors for complete and age-appropriate vaccination among preschoolers in Athens, Greece: a cross- sectional study. BMC Public Health 2013; 13:908; PMID:24083352; http://dx.doi.org/10.1186/1471-2458-13-908
   PubMed Web of Science ®Google Scholar
• Maciel EAP, de Carvalho ALF, Nascimento SF, de Matos RB, Gouveia EL, Reis MG, Ko AI. Household Transmission of Leptospira Infection in Urban Slum Communities. PLoS Negl Trop Dis 2008; 2:e154; PMID:18357340; http://dx.doi.org/10.1371/journal.pntd.0000154
   PubMed Web of Science ®Google Scholar
• Reis RB, Ribeiro GS, Felzemburgh RDM, Santana FS, Mohr S, Melendez AXTO, Queiroz A, Santos AC, Ravines RR, Tassinari WS, et al. Impact of Environment and Social Gradient on Leptospira Infection in Urban Slums. PLoS Negl Trop Dis 2008; 2:e228; PMID:18431445; http://dx.doi.org/10.1371/journal.pntd.0000228
   PubMed Web of Science ®Google Scholar
• Easton A. Leptospirosis in Philippine floods. BMJ 1999; 319:212; PMID:10417074; http://dx.doi.org/10.1136/bmj.319.7202.75c
   PubMedGoogle Scholar
• Gaynor K, Katz AR, Park SY, Nakata M, Clark TA, Effler PV. Leptospirosis on Oahu: an outbreak associated with flooding of a university campus. Am J Trop Med Hyg 2007; 76:882-6; PMID:17488909
   PubMed Web of Science ®Google Scholar
• Kawaguchi L, Sengkeopraseuth B, Tsuyuoka R, Koizumi N, Akashi H, Vongphrachanh P, Watanabe H, Aoyama A. Seroprevalence of leptospirosis and risk factor analysis in flood-prone rural areas in Lao PDR. Am J Trop Med Hyg 2008; 78:957-61; PMID:18541776
   PubMed Web of Science ®Google Scholar
• De A, Varaiya A, Mathur M, Bhat M, Karande S, Yeolekar M. An outbreak of leptospirosis in Mumbai. Indian J Med Microbiol 2002; 20:153; PMID:17657056
   PubMedGoogle Scholar
• Arbiol J, Borja M, Yabe M, Nomura H, Gloriani N, Yoshida S-I. Valuing human leptospirosis prevention using the opportunity cost of labor. Int J Environ Res Public Health 2013; 10:1845-60; PMID:23644831; http://dx.doi.org/10.3390/ijerph10051845
   PubMedGoogle Scholar
• Unger A, Riley LW. Slum health: from understanding to action. PLoS Med 2007; 4:e295; PMID:17958462; http://dx.doi.org/10.1371/journal.pmed.0040295
   PubMed Web of Science ®Google Scholar
• Ballesteros MM. Linking poverty and the environment: evidence from slums in Philippine cities. PIDS Discussion Paper Series. Makati City: Philippine Instituture for Development Studies; 2010.
   Google Scholar
• Hadisoemarto PF, Castro MC. Public acceptance and willingness-to-pay for a future dengue vaccine: a community-based survey in bandung, indonesia. PLoS Negl Trop Dis 2013; 7:e2427; PMID:24069482; http://dx.doi.org/10.1371/journal.pntd.0002427
   PubMed Web of Science ®Google Scholar
• Al-shere TA, Ujiie M, Suzuki M, Salva E, Belo MCP, Koizumi N, Yoshimatsu K, Schmidt W-P, Marte S, Dimaano EM. Outbreak of leptospirosis after flood, the Philippines, 2009. Emerg Infect Dis 2012; 18:91; PMID:22257492; http://dx.doi.org/10.3201/eid1801.101892
   PubMedGoogle Scholar
• Verma R, Khanna P, Chawla S. Whole-cell inactivated Leptospirosis vaccine: future prospects. Hu Vaccin Immunother 2013; 9:763; PMID:23295984; http://dx.doi.org/10.4161/hv.23059
   PubMed Web of Science ®Google Scholar
• Dellagostin OA, Grassmann AA, Hartwig DD, Félix SR, da Silva ÉF, McBride AJ. Recombinant vaccines against leptospirosis. Hum Vaccin 2011; 7:1215-24; PMID:22048111; http://dx.doi.org/10.4161/hv.7.11.17944
   PubMed Web of Science ®Google Scholar
• Wang Z, Jin L, Węgrzyn A. Leptospirosis vaccines. Microb Cell Fact 2007; 6:39; PMID:18072968; http://dx.doi.org/10.1186/1475-2859-6-39
   PubMed Web of Science ®Google Scholar
• Fernández LAR, Santiesteban NB, Arencibia DF, Arrebola BYVA, Toruño WJ, Duttman C. Efficacy of Leptospiral vaccine (vax-SPIRAL) against challenge with strains isolated from leptospirosis epidemic in Nicaragua using the hamster as biomodel. Veter World 2012; 5:5-12; http://dx.doi.org/10.5455/vetworld.2012.5-12
   Google Scholar
• Chen T. Development and present status of a leptospiral vaccine and the technology of vaccine production in China. Nihon Saikingaku Zasshi 1985; 40:755-62; PMID:3903244; http://dx.doi.org/10.3412/jsb.40.755
   PubMedGoogle Scholar
• Rathinam S. Ocular leptospirosis. Curr Opin Ophthalmol 2002; 13:381-6; PMID:12441841; http://dx.doi.org/10.1097/00055735-200212000-00007
   PubMedGoogle Scholar
• Taguchi G. Tables of orthogonal arrays and linear graphs. Tokyo: Maruzen; 1962.
   Google Scholar
• Street DJ, Burgess L, Louviere JJ. Quick and easy choice sets: constructing optimal and nearly optimal stated choice experiments. Int J Res Market 2005; 22:459-70; http://dx.doi.org/10.1016/j.ijresmar.2005.09.003
   Web of Science ®Google Scholar
• Louviere JJ, Hensher DA, Swait JD. Stated choice methods: analysis and applications. Cambridge University Press; 2000; 402.
   Google Scholar
• Revelt D, Train K. Mixed logit with repeated choices: households' choices of appliance efficiency level. Rev Econ Stat 1998; 80:647-57; http://dx.doi.org/10.1162/003465398557735
   Web of Science ®Google Scholar
• Kontoleon A, Yabe M. Assessing the impacts of alternative'Opt-out'formats in choice experiment studies: consumer preferences for genetically modified content and production information in food. J Agri Policy Res (Japan) 2003:1-43
   Google Scholar
• Train KE. Recreation demand models with taste differences over people. Land Econ 1998:230-39; http://dx.doi.org/10.2307/3147053
   Web of Science ®Google Scholar
• Olynk NJ, Tonsor GT, Wolf CA. Consumer willingness to pay for livestock credence attribute claim verification. J Agri Res Econo 2010:261-80
   Web of Science ®Google Scholar
• ESI. NLOGIT-4. New York ,USA: Econometric Software, Inc; 2007.
   Google Scholar
• Swait J, Louviere J. The role of the scale parameter in the estimation and comparison of multinomial logit models. J Market Res 1993:305-14; http://dx.doi.org/10.2307/3172883
   Web of Science ®Google Scholar
• Morrison M, Bennett J, Blamey R. Valuing improved wetland quality using choice modeling. Water Reso Res 1999; 35:2805-14; http://dx.doi.org/10.1029/1999WR900020
   Web of Science ®Google Scholar
• Phillips KA, Maddala T, Johnson FR. Measuring preferences for health care interventions using conjoint analysis: an application to HIV testing. Health Serv Res 2002; 37:1681-705; PMID:12546292; http://dx.doi.org/10.1111/1475-6773.01115
   PubMed Web of Science ®Google Scholar
• Scott A, Witt J, Humphreys J, Joyce C, Kalb G, Jeon S-H, McGrail M. Melbourne Institute Working Paper Series. 2012.
   Google Scholar
• Boxall PC, Adamowicz WL, Swait J, Williams M, Louviere J. A comparison of stated preference methods for environmental valuation. Ecol Econo 1996; 18:243-53; http://dx.doi.org/10.1016/0921-8009(96)00039-0
   Web of Science ®Google Scholar