Skip to main content
Top
Published in: Journal of Medical Systems 6/2016

01-06-2016 | Mobile Systems

Use of Mobile Health Applications for Health-Seeking Behavior Among US Adults

Authors: Soumitra S. Bhuyan, Ning Lu, Aastha Chandak, Hyunmin Kim, David Wyant, Jay Bhatt, Satish Kedia, Cyril F. Chang

Published in: Journal of Medical Systems | Issue 6/2016

Login to get access

Abstract

This study explores the use of mobile health applications (mHealth apps) on smartphones or tablets for health-seeking behavior among US adults. Data was obtained from cycle 4 of the 4th edition of the Health Information National Trends Survey (HINTS 4). Weighted multivariate logistic regression models examined predictors of 1) having mHealth apps, 2) usefulness of mHealth apps in achieving health behavior goals, 3) helpfulness in medical care decision-making, and 4) asking a physician new questions or seeking a second opinion. Using the Andersen Model of health services utilization, independent variables of interest were grouped under predisposing factors (age, gender, race, ethnicity, and marital status), enabling factors (education, employment, income, regular provider, health insurance, and rural/urban location of residence), and need factors (general health, confidence in their ability to take care of health, Body Mass Index, smoking status, and number of comorbidities). In a national sample of adults who had smartphones or tablets, 36 % had mHealth apps on their devices. Among those with apps, 60 % reported the usefulness of mHealth apps in achieving health behavior goals, 35 % reported their helpfulness for medical care decision-making, and 38 % reported their usefulness in asking their physicians new questions or seeking a second opinion. The multivariate models revealed that respondents were more likely to have mHealth apps if they had more education, health insurance, were confident in their ability to take good care of themselves, or had comorbidities, and were less likely to have them if they were older, had higher income, or lived in rural areas. In terms of usefulness of mHealth apps, those who were older and had higher income were less likely to report their usefulness in achieving health behavior goals. Those who were older, African American, and had confidence in their ability to take care of their health were more likely to respond that the mHealth apps were helpful in making a medical care decision and asking their physicians new questions or for a second opinion. Potentially, mHealth apps may reduce the burden on primary care, reduce costs, and improve the quality of care. However, several personal-level factors were associated with having mHealth apps and their perceived helpfulness among their users, indicating a multidimensional digital divide in the population of US adults.
Literature
1.
go back to reference Martínez-Pérez, B., De La Torre-Díez, I., and López-Coronado, M., Privacy and security in mobile health apps: a review and recommendations. J Med Syst 39:1–8, 2015.CrossRef Martínez-Pérez, B., De La Torre-Díez, I., and López-Coronado, M., Privacy and security in mobile health apps: a review and recommendations. J Med Syst 39:1–8, 2015.CrossRef
2.
go back to reference Mosa, A. S. M., Yoo, I., and Sheets, L., A systematic review of healthcare applications for smartphones. BMC Med Inform Decis Mak 12:1, 2012.CrossRef Mosa, A. S. M., Yoo, I., and Sheets, L., A systematic review of healthcare applications for smartphones. BMC Med Inform Decis Mak 12:1, 2012.CrossRef
3.
go back to reference Zapata, B. C., Fernández-Alemán, J. L., Idri, A., and Toval, A., Empirical studies on usability of mHealth apps: A systematic literature review. J Med Syst 39:1–19, 2015.CrossRefPubMed Zapata, B. C., Fernández-Alemán, J. L., Idri, A., and Toval, A., Empirical studies on usability of mHealth apps: A systematic literature review. J Med Syst 39:1–19, 2015.CrossRefPubMed
5.
go back to reference Bert, F., Giacometti, M., Gualano, M. R., and Siliquini, R., Smartphones and health promotion: a review of the evidence. J Med Syst 38:1–11, 2014.CrossRef Bert, F., Giacometti, M., Gualano, M. R., and Siliquini, R., Smartphones and health promotion: a review of the evidence. J Med Syst 38:1–11, 2014.CrossRef
6.
go back to reference Alghamdi, M., Gashgari, H., and Househ, M., A Systematic Review of Mobile Health Technology Use in Developing Countries. Stud Health Technol Inform 213:223–226, 2015.PubMed Alghamdi, M., Gashgari, H., and Househ, M., A Systematic Review of Mobile Health Technology Use in Developing Countries. Stud Health Technol Inform 213:223–226, 2015.PubMed
7.
go back to reference Anglada-Martínez, H., Martin-Conde, M., Rovira-Illamola, M., Sotoca-Momblona, J. M., Sequeira, E., Aragunde, V., Moreno, M. A., Catalan, M., and Codina-Jané, C., Feasibility and Preliminary Outcomes of a Web and Smartphone–Based Medication Self-Management Platform for Chronically Ill Patients. J Med Syst 40:1–14, 2016.CrossRef Anglada-Martínez, H., Martin-Conde, M., Rovira-Illamola, M., Sotoca-Momblona, J. M., Sequeira, E., Aragunde, V., Moreno, M. A., Catalan, M., and Codina-Jané, C., Feasibility and Preliminary Outcomes of a Web and Smartphone–Based Medication Self-Management Platform for Chronically Ill Patients. J Med Syst 40:1–14, 2016.CrossRef
8.
go back to reference Boulos, M. N. K., Brewer, A. C., Karimkhani, C., Buller, D. B. , Dellavalle, R. P., Mobile medical and health apps: state of the art, concerns, regulatory control and certification. Online J Public Health Inform 5, 2014. Boulos, M. N. K., Brewer, A. C., Karimkhani, C., Buller, D. B. , Dellavalle, R. P., Mobile medical and health apps: state of the art, concerns, regulatory control and certification. Online J Public Health Inform 5, 2014.
9.
go back to reference Hamel, M. B., Cortez, N. G., Cohen, I. G., and Kesselheim, A. S., FDA regulation of mobile health technologies. N Engl J Med 371:372–379, 2014.CrossRef Hamel, M. B., Cortez, N. G., Cohen, I. G., and Kesselheim, A. S., FDA regulation of mobile health technologies. N Engl J Med 371:372–379, 2014.CrossRef
11.
go back to reference Hesse, B. W., Nelson, D. E., Kreps, G. L., Croyle, R. T., Arora, N. K., Rimer, B. K., and Viswanath, K., Trust and sources of health information: the impact of the Internet and its implications for health care providers: findings from the first Health Information National Trends Survey. Arch Intern Med 165:2618–2624, 2005.CrossRefPubMed Hesse, B. W., Nelson, D. E., Kreps, G. L., Croyle, R. T., Arora, N. K., Rimer, B. K., and Viswanath, K., Trust and sources of health information: the impact of the Internet and its implications for health care providers: findings from the first Health Information National Trends Survey. Arch Intern Med 165:2618–2624, 2005.CrossRefPubMed
14.
go back to reference Andersen, R. M., Revisiting the behavioral model and access to medical care: does it matter?. J Health Soc Behav:1–10, 1995 Andersen, R. M., Revisiting the behavioral model and access to medical care: does it matter?. J Health Soc Behav:1–10, 1995
17.
18.
go back to reference Witte, J., Kiss, M., and Lyon, R., The Internet and Social Inequalities in the US. In: Ragnedde, M., and Muschert, G. W. (Eds.), The Digital Divide: the internet and social inequality in international perspective. Routledge, London, pp. 67–84, 2010. Witte, J., Kiss, M., and Lyon, R., The Internet and Social Inequalities in the US. In: Ragnedde, M., and Muschert, G. W. (Eds.), The Digital Divide: the internet and social inequality in international perspective. Routledge, London, pp. 67–84, 2010.
19.
go back to reference Ma, Q., Chan, A. H., and Chen, K., Personal and other factors affecting acceptance of smartphone technology by older Chinese adults. Appl Ergon 54:62–71, 2016.CrossRefPubMed Ma, Q., Chan, A. H., and Chen, K., Personal and other factors affecting acceptance of smartphone technology by older Chinese adults. Appl Ergon 54:62–71, 2016.CrossRefPubMed
20.
go back to reference Aday, L. A., Andersen, R. M., Equity of access to medical care: a conceptual and empirical overview. Med Care:4–27, 1981. Aday, L. A., Andersen, R. M., Equity of access to medical care: a conceptual and empirical overview. Med Care:4–27, 1981.
21.
22.
go back to reference Azar, K. M., Lesser, L. I., Laing, B. Y., Stephens, J., Aurora, M. S., Burke, L. E., and Palaniappan, L. P., Mobile applications for weight management: theory-based content analysis. Am J Prev Med 45:583–589, 2013.CrossRefPubMed Azar, K. M., Lesser, L. I., Laing, B. Y., Stephens, J., Aurora, M. S., Burke, L. E., and Palaniappan, L. P., Mobile applications for weight management: theory-based content analysis. Am J Prev Med 45:583–589, 2013.CrossRefPubMed
23.
go back to reference Baskerville, N. B., Struik, L. L., Hammond, D., Guindon, G. E., Norman, C. D., Whittaker, R., Burns, C. M., Grindrod, K. A., and Brown, K. S., Effect of a mobile phone intervention on quitting smoking in a young adult population of smokers: randomized controlled trial study protocol. JMIR Res Protoc 4:e10, 2015.CrossRefPubMedPubMedCentral Baskerville, N. B., Struik, L. L., Hammond, D., Guindon, G. E., Norman, C. D., Whittaker, R., Burns, C. M., Grindrod, K. A., and Brown, K. S., Effect of a mobile phone intervention on quitting smoking in a young adult population of smokers: randomized controlled trial study protocol. JMIR Res Protoc 4:e10, 2015.CrossRefPubMedPubMedCentral
24.
go back to reference Conroy, D. E., Yang, C., and Maher, J. P., Behavior change techniques in top-ranked mobile apps for physical activity. Am J Prev Med 46:649–652, 2014.CrossRefPubMed Conroy, D. E., Yang, C., and Maher, J. P., Behavior change techniques in top-ranked mobile apps for physical activity. Am J Prev Med 46:649–652, 2014.CrossRefPubMed
25.
go back to reference Du, H., Venkatakrishnan, A., Youngblood, G. M., Ram, A., and Pirolli, P., A Group-Based Mobile Application to Increase Adherence in Exercise and Nutrition Programs: A Factorial Design Feasibility Study. JMIR Mhealth Uhealth 4:e4, 2016.CrossRefPubMedPubMedCentral Du, H., Venkatakrishnan, A., Youngblood, G. M., Ram, A., and Pirolli, P., A Group-Based Mobile Application to Increase Adherence in Exercise and Nutrition Programs: A Factorial Design Feasibility Study. JMIR Mhealth Uhealth 4:e4, 2016.CrossRefPubMedPubMedCentral
26.
go back to reference Schoffman, D. E., Turner-McGrievy, G., Jones, S. J., and Wilcox, S., Mobile apps for pediatric obesity prevention and treatment, healthy eating, and physical activity promotion: just fun and games? Transl Behav Med 3:320–325, 2013.CrossRefPubMedPubMedCentral Schoffman, D. E., Turner-McGrievy, G., Jones, S. J., and Wilcox, S., Mobile apps for pediatric obesity prevention and treatment, healthy eating, and physical activity promotion: just fun and games? Transl Behav Med 3:320–325, 2013.CrossRefPubMedPubMedCentral
27.
go back to reference Siddiqui, M., ul Islam, M. Y., Mufti, B. A. I., Khan, N., Farooq, M. S., Muhammad, M. G., Osama, M., Kherani, D., Kazi, A. N., and Kazi, A. M., Assessing acceptability of hypertensive/diabetic patients towards mobile health based behavioral interventions in Pakistan: A pilot study. Int J Med Inf 84:950–955, 2015.CrossRef Siddiqui, M., ul Islam, M. Y., Mufti, B. A. I., Khan, N., Farooq, M. S., Muhammad, M. G., Osama, M., Kherani, D., Kazi, A. N., and Kazi, A. M., Assessing acceptability of hypertensive/diabetic patients towards mobile health based behavioral interventions in Pakistan: A pilot study. Int J Med Inf 84:950–955, 2015.CrossRef
Metadata
Title
Use of Mobile Health Applications for Health-Seeking Behavior Among US Adults
Authors
Soumitra S. Bhuyan
Ning Lu
Aastha Chandak
Hyunmin Kim
David Wyant
Jay Bhatt
Satish Kedia
Cyril F. Chang
Publication date
01-06-2016
Publisher
Springer US
Published in
Journal of Medical Systems / Issue 6/2016
Print ISSN: 0148-5598
Electronic ISSN: 1573-689X
DOI
https://doi.org/10.1007/s10916-016-0492-7

Other articles of this Issue 6/2016

Journal of Medical Systems 6/2016 Go to the issue