Development and Evaluation of an Index to Measure the Ability to Get Vaccinated for COVID-19
The COVID-19 pandemic has been an historic challenge to public health, and to behavior change programs. There have been challenges in promoting vaccination in LMICs, including Nigeria. One important hypothesis deserving consideration is the ability to obtain vaccination as a potential barrier to vac...
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Published in | Vaccines (Basel) Vol. 11; no. 2; p. 342 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
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01.02.2023
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Abstract | The COVID-19 pandemic has been an historic challenge to public health, and to behavior change programs. There have been challenges in promoting vaccination in LMICs, including Nigeria. One important hypothesis deserving consideration is the ability to obtain vaccination as a potential barrier to vaccination uptake. The MOA (motivation, opportunity, and ability) framework, as illustrated by multiple theories such as COM-B, EAST, and the Fogg model, is a primary theoretical basis for the evaluation of this ability as a factor in vaccination uptake. There is little research on measuring the ability to get vaccinated in LMICs, including on the role of all of the MOA framework. The aim of this study was to develop and evaluate an ability factors index measured through social media-based data collected in Nigeria in late 2021 and early 2022. We present findings from an online survey of 8574 Nigerians and highlight new social media-based data collection techniques in this research. This study found that a new ability factors index comprising 12 items was associated with vaccine uptake independent of measures capturing other components of the MOA framework. This index may serve as a valuable research instrument for future studies. We conclude that a person's perceived ability to get vaccinated, measured by a newly validated index, is related to vaccination uptake and hesitancy, and that more research should be conducted in this area. |
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AbstractList | The COVID-19 pandemic has been an historic challenge to public health, and to behavior change programs. There have been challenges in promoting vaccination in LMICs, including Nigeria. One important hypothesis deserving consideration is the ability to obtain vaccination as a potential barrier to vaccination uptake. The MOA (motivation, opportunity, and ability) framework, as illustrated by multiple theories such as COM-B, EAST, and the Fogg model, is a primary theoretical basis for the evaluation of this ability as a factor in vaccination uptake. There is little research on measuring the ability to get vaccinated in LMICs, including on the role of all of the MOA framework. The aim of this study was to develop and evaluate an ability factors index measured through social media-based data collected in Nigeria in late 2021 and early 2022. We present findings from an online survey of 8574 Nigerians and highlight new social media-based data collection techniques in this research. This study found that a new ability factors index comprising 12 items was associated with vaccine uptake independent of measures capturing other components of the MOA framework. This index may serve as a valuable research instrument for future studies. We conclude that a person’s perceived ability to get vaccinated, measured by a newly validated index, is related to vaccination uptake and hesitancy, and that more research should be conducted in this area. |
Audience | Academic |
Author | Long, Michael Bingenheimer, Jeffrey B Ndiaye, Khadi Hoglin, Bailey Evans, William D Rao, Nandan M Donati, Dante Akaba, Selinam |
AuthorAffiliation | 3 Virtual Lab LLC, Corvallis, OR 97330, USA 1 Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA 2 School of Business, Columbia University, New York, NY 10027, USA |
AuthorAffiliation_xml | – name: 3 Virtual Lab LLC, Corvallis, OR 97330, USA – name: 2 School of Business, Columbia University, New York, NY 10027, USA – name: 1 Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA |
Author_xml | – sequence: 1 givenname: William D orcidid: 0000-0002-7559-1592 surname: Evans fullname: Evans, William D organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA – sequence: 2 givenname: Jeffrey B surname: Bingenheimer fullname: Bingenheimer, Jeffrey B organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA – sequence: 3 givenname: Michael orcidid: 0000-0002-3953-3424 surname: Long fullname: Long, Michael organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA – sequence: 4 givenname: Khadi surname: Ndiaye fullname: Ndiaye, Khadi organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA – sequence: 5 givenname: Dante surname: Donati fullname: Donati, Dante organization: School of Business, Columbia University, New York, NY 10027, USA – sequence: 6 givenname: Nandan M surname: Rao fullname: Rao, Nandan M organization: Virtual Lab LLC, Corvallis, OR 97330, USA – sequence: 7 givenname: Selinam orcidid: 0000-0002-1921-8603 surname: Akaba fullname: Akaba, Selinam organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA – sequence: 8 givenname: Bailey surname: Hoglin fullname: Hoglin, Bailey organization: Milken Institute School of Public Health, The George Washington University, Washington, DC 20052, USA |
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Keywords | COVID-19 vaccine hesitancy motivation opportunity ability social norms social media |
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SubjectTerms | ability Coronaviruses COVID-19 COVID-19 vaccines Data collection Digital media Evaluation Health behavior Immunization Methods motivation opportunity Pandemics Public health Questionnaires social media Social networks Social norms Vaccination vaccine hesitancy |
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Title | Development and Evaluation of an Index to Measure the Ability to Get Vaccinated for COVID-19 |
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