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Published in: Malaria Journal 1/2017

Open Access 01-12-2017 | Research

Demand and willingness-to-pay for bed nets in Tanzania: results from a choice experiment

Authors: Chris D. Gingrich, Emily Ricotta, Amos Kahwa, Catherine Kahabuka, Hannah Koenker

Published in: Malaria Journal | Issue 1/2017

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Abstract

Background

Universal coverage campaigns for long-lasting insecticide-treated nets do not always reach the goal of one net for every two household members, and even when ownership of at least one net per household is high, many households may not own enough nets. The retail market provides these households options for replacing or increasing the number of nets they own with products that best fit their needs since a variety of net shapes, sizes, and colours are available. Hence, it is important to understand the factors affecting private net demand. This study explores private demand for nets in Tanzania using a discrete choice experiment. The experiment provides participants the option to buy nets with their own money, and thus should prove more accurate than a hypothetical survey of net preferences.

Results

Nearly 800 participants sampled in two regions showed an overall strong demand for nets, with 40% choosing to buy a net across all seven combinations of net prices and characteristics such as size, shape, and insecticide treatment. Only 8% of all participants chose not to buy a single net. A key factor influencing demand was whether a participant’s household currently owned sufficient nets for all members, with rural participants showing lower net coverage and greater demand than urban participants. Both poor and less poor households showed strong evidence of making purchase decisions based on more than price alone. Mean willingness-to-pay values for a net started at US$1.10 and grew by US$0.50–1.40 for various attributes such as rectangular shape, large size, and insecticide treatment. The impact of price on demand was negative but small, with elasticity values between −0.25 and −0.45.

Conclusions

The results suggest that private demand for nets in Tanzania could potentially supplement future coverage campaigns. Net manufacturers and retailers should advertise and promote consumers’ preferred net attributes to improve sales and further expand net access and coverage. To overcome household liquidity concerns and best replicate the experiment results, policy makers should consider making credit available for interested buyers.
Literature
2.
go back to reference de Beyl ZC, Koenker H, Acosta A, Onyefunafoa EO, Adegbe E, McCartney-Melstad A, et al. Multi-country comparison of delivery strategies for mass campaigns to achieve universal coverage with insecticide-treated nets: what works best? Malar J. 2016;15:58.CrossRef de Beyl ZC, Koenker H, Acosta A, Onyefunafoa EO, Adegbe E, McCartney-Melstad A, et al. Multi-country comparison of delivery strategies for mass campaigns to achieve universal coverage with insecticide-treated nets: what works best? Malar J. 2016;15:58.CrossRef
3.
go back to reference Shogren JF. Resolving differences in willingness to pay and willingness to accept. Am Econ Rev. 1994;84:255–70. Shogren JF. Resolving differences in willingness to pay and willingness to accept. Am Econ Rev. 1994;84:255–70.
4.
go back to reference Alfnes F, Rickertsen K. European consumers’ willingness to pay for US beef in experimental auction markets. Am J Agric Econ. 2003;85:396–405.CrossRef Alfnes F, Rickertsen K. European consumers’ willingness to pay for US beef in experimental auction markets. Am J Agric Econ. 2003;85:396–405.CrossRef
5.
go back to reference Alfnes F, Guttormsen AG, Steine G, Kolstad K. Consumers’ willingness to pay for the color of salmon: a choice experiment with real economic incentives. Am J Agric Econ. 2006;88:1050–61.CrossRef Alfnes F, Guttormsen AG, Steine G, Kolstad K. Consumers’ willingness to pay for the color of salmon: a choice experiment with real economic incentives. Am J Agric Econ. 2006;88:1050–61.CrossRef
6.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
7.
go back to reference Gingrich CD, Hanson KG, Marchant TJ, Mulligan J, Mponda H. Household demand for insecticide-treated bednets in Tanzania and policy options for increasing uptake. Health Policy Plan. 2011;26:133–41.CrossRefPubMed Gingrich CD, Hanson KG, Marchant TJ, Mulligan J, Mponda H. Household demand for insecticide-treated bednets in Tanzania and policy options for increasing uptake. Health Policy Plan. 2011;26:133–41.CrossRefPubMed
8.
go back to reference Moser R, Raffaelli R, Notaro S. Testing hypothetical bias with a real choice experiment using respondents’ own money. Eur Rev Agric Econ. 2014;41:25–46.CrossRef Moser R, Raffaelli R, Notaro S. Testing hypothetical bias with a real choice experiment using respondents’ own money. Eur Rev Agric Econ. 2014;41:25–46.CrossRef
9.
go back to reference Train KE. Discrete choice models with simulation. New York: Cambridge University Press; 2003.CrossRef Train KE. Discrete choice models with simulation. New York: Cambridge University Press; 2003.CrossRef
11.
go back to reference Renggli S, Mandike R, Kramer K, Patrick F, Brown NJ, McElroy PD, et al. Design, implementation and evaluation of a national campaign to deliver 18 million free long-lasting insecticidal nets to uncovered sleeping spaces in Tanzania. Malar J. 2013;12:85.CrossRefPubMedPubMedCentral Renggli S, Mandike R, Kramer K, Patrick F, Brown NJ, McElroy PD, et al. Design, implementation and evaluation of a national campaign to deliver 18 million free long-lasting insecticidal nets to uncovered sleeping spaces in Tanzania. Malar J. 2013;12:85.CrossRefPubMedPubMedCentral
12.
go back to reference Gingrich CD, Hanson K, Marchant T, Mulligan J, Mponda H. Price subsidies and the market for mosquito nets in developing countries: a study of Tanzania’s discount voucher scheme. Soc Sci Med. 2011;73:160–8.CrossRefPubMed Gingrich CD, Hanson K, Marchant T, Mulligan J, Mponda H. Price subsidies and the market for mosquito nets in developing countries: a study of Tanzania’s discount voucher scheme. Soc Sci Med. 2011;73:160–8.CrossRefPubMed
13.
go back to reference Bonner K, Mwita A, McElroy PD, Omari S, Mzava A, Lengeler C, et al. Design, implementation and evaluation of a national campaign to distribute nine million free LLINs to children under 5 years of age in Tanzania. Malar J. 2011;10:73.CrossRefPubMedPubMedCentral Bonner K, Mwita A, McElroy PD, Omari S, Mzava A, Lengeler C, et al. Design, implementation and evaluation of a national campaign to distribute nine million free LLINs to children under 5 years of age in Tanzania. Malar J. 2011;10:73.CrossRefPubMedPubMedCentral
15.
go back to reference Hensher DA, Rose JM, Greene WH. Applied choice analysis: a primer. Cambridge: Cambridge University Press; 2005.CrossRef Hensher DA, Rose JM, Greene WH. Applied choice analysis: a primer. Cambridge: Cambridge University Press; 2005.CrossRef
16.
go back to reference Kincaid DL. Social networks, ideation, and contraceptive behavior in Bangladesh: a longitudinal analysis. Soc Sci Med. 2000;50:215–31.CrossRefPubMed Kincaid DL. Social networks, ideation, and contraceptive behavior in Bangladesh: a longitudinal analysis. Soc Sci Med. 2000;50:215–31.CrossRefPubMed
17.
go back to reference van de Kaa DJ. Anchored narratives: the story and findings of half a century of research into the determinants of fertility. Popul Stud. 1996;50:389–432.CrossRef van de Kaa DJ. Anchored narratives: the story and findings of half a century of research into the determinants of fertility. Popul Stud. 1996;50:389–432.CrossRef
18.
go back to reference Aizaki H, Nishimura K. Design and analysis of choice experiments using R: a brief introduction. Agr Inf Res. 2008;17:86–94. Aizaki H, Nishimura K. Design and analysis of choice experiments using R: a brief introduction. Agr Inf Res. 2008;17:86–94.
19.
go back to reference Aizaki H. Basic functions for supporting an implementation of choice experiments in R. J Stat Softw. 2012;50:24.CrossRef Aizaki H. Basic functions for supporting an implementation of choice experiments in R. J Stat Softw. 2012;50:24.CrossRef
20.
go back to reference Aizaki H, Nakatani T, Sato K. Stated preference methods using R. Boca Raton: Chapman and Hall/CRC; 2014.CrossRef Aizaki H, Nakatani T, Sato K. Stated preference methods using R. Boca Raton: Chapman and Hall/CRC; 2014.CrossRef
22.
go back to reference Vyas S, Kumaranayake L. Constructing socio-economic status indices: how to use principal components analysis. Health Policy Plan. 2006;21:459–68.CrossRefPubMed Vyas S, Kumaranayake L. Constructing socio-economic status indices: how to use principal components analysis. Health Policy Plan. 2006;21:459–68.CrossRefPubMed
23.
go back to reference Louviere J, Hensher D, Swat J. Stated choice methods: analysis and applications. New York: Cambridge University Press; 2000.CrossRef Louviere J, Hensher D, Swat J. Stated choice methods: analysis and applications. New York: Cambridge University Press; 2000.CrossRef
24.
go back to reference Gracia A, Loureiro ML, Nayga RM Jr. Consumers’ valuation of nutritional information: a choice experiment study. Food Qual Prefer. 2009;20:463–71.CrossRef Gracia A, Loureiro ML, Nayga RM Jr. Consumers’ valuation of nutritional information: a choice experiment study. Food Qual Prefer. 2009;20:463–71.CrossRef
25.
go back to reference Mandel N, Johnson EJ. When web pages influence choice: effects of visual primes on experts and novices. J Cons Res. 2002;29:235–45.CrossRef Mandel N, Johnson EJ. When web pages influence choice: effects of visual primes on experts and novices. J Cons Res. 2002;29:235–45.CrossRef
26.
go back to reference Janiszewski C, Wyer RS. Content and process priming: a review. J Consum Psychol. 2014;24:96–118.CrossRef Janiszewski C, Wyer RS. Content and process priming: a review. J Consum Psychol. 2014;24:96–118.CrossRef
27.
go back to reference Labroo AA, Dhar R, Schwarz N. Of frog wines and frowning watches: semantic priming, perceptual fluency, and brand evaluation. J Cons Res. 2008;34:819–31.CrossRef Labroo AA, Dhar R, Schwarz N. Of frog wines and frowning watches: semantic priming, perceptual fluency, and brand evaluation. J Cons Res. 2008;34:819–31.CrossRef
28.
go back to reference Comfort AB, Krezanoski PJ. The effect of price on demand for and use of bednets: evidence from a randomized experiment in Madagascar. Health Policy Plan. 2017;32:178–93.PubMed Comfort AB, Krezanoski PJ. The effect of price on demand for and use of bednets: evidence from a randomized experiment in Madagascar. Health Policy Plan. 2017;32:178–93.PubMed
29.
go back to reference Zeithaml VA. Consumer perceptions of price, quality, and value: a means-end model and synthesis of evidence. J Mark. 1988;52:2–22.CrossRef Zeithaml VA. Consumer perceptions of price, quality, and value: a means-end model and synthesis of evidence. J Mark. 1988;52:2–22.CrossRef
30.
go back to reference Rao AR, Monroe KB. The effect of price, brand name, and store name on buyers’ perceptions of product quality: an integrative review. J Mark Res. 1989;26:351–7.CrossRef Rao AR, Monroe KB. The effect of price, brand name, and store name on buyers’ perceptions of product quality: an integrative review. J Mark Res. 1989;26:351–7.CrossRef
31.
go back to reference Gingrich CD, Hanson K, Rweyendela V, Piper TA. Does free distribution of mosquito nets affect subsidized net sales? Evidence from a nationwide campaign in Tanzania. J Int Dev. 2014;26:749–62.CrossRef Gingrich CD, Hanson K, Rweyendela V, Piper TA. Does free distribution of mosquito nets affect subsidized net sales? Evidence from a nationwide campaign in Tanzania. J Int Dev. 2014;26:749–62.CrossRef
33.
go back to reference Loureiro ML, Umberger WJ, Hine S. Testing the initial endowment effect in experimental auctions. Appl Econ Lett. 2003;10:271–5.CrossRef Loureiro ML, Umberger WJ, Hine S. Testing the initial endowment effect in experimental auctions. Appl Econ Lett. 2003;10:271–5.CrossRef
34.
go back to reference Tarozzi A, Mahajan A, Blackburn B, Kopf D, Krishnan L, Yoong J. Micro-loans, insecticide-treated bednets, and malaria: evidence from a randomized controlled trial in Orissa, India. Am Econ Rev. 2014;104:1909–41.CrossRef Tarozzi A, Mahajan A, Blackburn B, Kopf D, Krishnan L, Yoong J. Micro-loans, insecticide-treated bednets, and malaria: evidence from a randomized controlled trial in Orissa, India. Am Econ Rev. 2014;104:1909–41.CrossRef
Metadata
Title
Demand and willingness-to-pay for bed nets in Tanzania: results from a choice experiment
Authors
Chris D. Gingrich
Emily Ricotta
Amos Kahwa
Catherine Kahabuka
Hannah Koenker
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2017
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-017-1929-2

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