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Are interactive and tailored data visualizations effective in promoting flu vaccination among the elderly? Evidence from a randomized experiment.
Cotter, Lynne M; Yang, Sijia.
Afiliación
  • Cotter LM; School of Journalism and Mass Communication University of Wisconsin-Madison, Madison, Wisconsin, USA.
  • Yang S; School of Journalism and Mass Communication University of Wisconsin-Madison, Madison, Wisconsin, USA.
J Am Med Inform Assoc ; 31(2): 317-328, 2024 Jan 18.
Article en En | MEDLINE | ID: mdl-37218375
ABSTRACT

OBJECTIVE:

Although interactive data visualizations are increasingly popular for health communication, it remains to be seen what design features improve psychological and behavioral targets. This study experimentally tested how interactivity and descriptive titles may influence perceived susceptibility to the flu, intention to vaccinate, and information recall, particularly among older adults. MATERIALS AND

METHODS:

We created data visualization dashboards on flu vaccinations, tested in a 2 (explanatory text vs none) × 3 (interactive + tailored, static + tailored, static + nontailored) + questionnaire-only control randomized between-participant online experiment (N = 1378).

RESULTS:

The flu dashboards significantly increased perceived susceptibility to the flu compared to the control static+nontailored dashboard, b = 0.14, P = .049; static-tailored, b = 0.16, P = .028; and interactive+tailored, b = 0.15, P = .039. Interactive dashboards potentially decreased recall particularly among the elderly (moderation by age b = -0.03, P = .073). The benefits of descriptive text on recall were larger among the elderly (interaction effects b = 0.03, P = .025).

DISCUSSION:

Interactive dashboards with complex statistics and limited textual information are widely used in health and public health but may be suboptimal for older individuals. We experimentally showed that adding explanatory text on visualizations can increase information recall particularly for older populations.

CONCLUSION:

We did not find evidence to support the effectiveness of interactivity in data visualizations on flu vaccination intentions or on information recall. Future research should examine what types of explanatory text can best support improved health outcomes and intentions in other contexts. Practitioners should consider whether interactivity is optimal in data visualization dashboards for their populations.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Comunicación en Salud / Visualización de Datos Tipo de estudio: Clinical_trials Límite: Aged / Humans Idioma: En Revista: J Am Med Inform Assoc Asunto de la revista: INFORMATICA MEDICA Año: 2024 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Comunicación en Salud / Visualización de Datos Tipo de estudio: Clinical_trials Límite: Aged / Humans Idioma: En Revista: J Am Med Inform Assoc Asunto de la revista: INFORMATICA MEDICA Año: 2024 Tipo del documento: Article País de afiliación: Estados Unidos