Skip to main content
Top
Published in: BMC Public Health 1/2012

Open Access 01-12-2012 | Research article

Pilot evaluation of the text4baby mobile health program

Authors: William Douglas Evans, Jasmine L Wallace, Jeremy Snider

Published in: BMC Public Health | Issue 1/2012

Login to get access

Abstract

Background

Mobile phone technologies for health promotion and disease prevention have evolved rapidly, but few studies have tested the efficacy of mobile health in full-fledged programs. Text4baby is an example of mobile health based on behavioral theory, and it delivers text messages to traditionally underserved pregnant women and new mothers to change their health, health care beliefs, practices, and behaviors in order to improve clinical outcomes. The purpose of this pilot evaluation study is to assess the efficacy of this text messaging campaign.

Methods

We conducted a randomized pilot evaluation study. All participants were pregnant women first presenting for care at the Fairfax County, Virginia Health Department. We randomized participants to enroll in text4baby and receive usual health care (intervention), or continue simply to receive usual care (control). We then conducted a 24-item survey by telephone of attitudes and behaviors related to text4baby. We surveyed participants at baseline, before text4baby was delivered to the intervention group, and at follow-up at approximately 28 weeks of baby’s gestational age.

Results

We completed 123 baseline interviews in English and in Spanish. Overall, the sample was predominantly of Hispanic origin (79.7%) with an average age of 27.6 years. We completed 90 follow-up interviews, and achieved a 73% retention rate. We used a logistic generalized estimating equation model to evaluate intervention effects on measured outcomes. We found a significant effect of text4baby intervention exposure on increased agreement with the attitude statement “I am prepared to be a new mother” (OR = 2.73, CI = 1.04, 7.18, p = 0.042) between baseline and follow-up. For those who had attained a high school education or greater, we observed a significantly higher overall agreement to attitudes against alcohol consumption during pregnancy (OR = 2.80, CI = 1.13, 6.90, p = 0.026). We also observed a significant improvement of attitudes toward alcohol consumption from baseline to follow-up (OR = 3.57, CI = 1.13 – 11.24, p = 0.029).

Conclusions

This pilot study is the first randomized evaluation of text4baby. It is a promising program in that exposure to the text messages was associated with changes in specific beliefs targeted by the messages.
Appendix
Available only for authorised users
Literature
1.
go back to reference Foley P, Levine E, Askew S, Puleo E, Whiteley J, Batch B, Bennett G: Weight gain prevention among black women in the rural community health center setting: the shape program. BMC Publ Health. 2012, 12 (305): 10.1186/1471-2458-12-305. Foley P, Levine E, Askew S, Puleo E, Whiteley J, Batch B, Bennett G: Weight gain prevention among black women in the rural community health center setting: the shape program. BMC Publ Health. 2012, 12 (305): 10.1186/1471-2458-12-305.
3.
go back to reference Neve M, Morgan PJ, Jones PR, Collins CE: Effectiveness of web-based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta-analysis. Obes Rev. 2010, 11 (4): 306-21. 10.1111/j.1467-789X.2009.00646.x.CrossRefPubMed Neve M, Morgan PJ, Jones PR, Collins CE: Effectiveness of web-based interventions in achieving weight loss and weight loss maintenance in overweight and obese adults: a systematic review with meta-analysis. Obes Rev. 2010, 11 (4): 306-21. 10.1111/j.1467-789X.2009.00646.x.CrossRefPubMed
4.
go back to reference Manzoni GM, Pagnini F, Corti S, Molinari E, Castelnuovo G: Internet-based behavioral interventions for obesity: an updated systematic review. Clin Pract Epidemiol Ment Health. 2011, 4 (7): 19-28.CrossRef Manzoni GM, Pagnini F, Corti S, Molinari E, Castelnuovo G: Internet-based behavioral interventions for obesity: an updated systematic review. Clin Pract Epidemiol Ment Health. 2011, 4 (7): 19-28.CrossRef
5.
go back to reference Riley WT, Rivera DE, Atienza AA, Nilsen W, Allison SM, Mermelstein R: Health behavior models in the age of mobile interventions: are our theories up to the task?. Translational Behavioral Medicine. 2011, 1: 53-71. 10.1007/s13142-011-0021-7.CrossRefPubMedPubMedCentral Riley WT, Rivera DE, Atienza AA, Nilsen W, Allison SM, Mermelstein R: Health behavior models in the age of mobile interventions: are our theories up to the task?. Translational Behavioral Medicine. 2011, 1: 53-71. 10.1007/s13142-011-0021-7.CrossRefPubMedPubMedCentral
6.
go back to reference Cole-Lewis H, Kershaw T: Text messaging as a tool for behavior change in disease prevention and management. Epidemiol Rev. 2010, 32 (1): 56-69. 10.1093/epirev/mxq004.CrossRefPubMedPubMedCentral Cole-Lewis H, Kershaw T: Text messaging as a tool for behavior change in disease prevention and management. Epidemiol Rev. 2010, 32 (1): 56-69. 10.1093/epirev/mxq004.CrossRefPubMedPubMedCentral
7.
go back to reference Free C, Whittaker R, Knight R: Txt2stop: a pilot randomised controlled trial of mobile phone-based smoking cessation support. Tobac Contr. 2009, 18: 88-91. 10.1136/tc.2008.026146.CrossRef Free C, Whittaker R, Knight R: Txt2stop: a pilot randomised controlled trial of mobile phone-based smoking cessation support. Tobac Contr. 2009, 18: 88-91. 10.1136/tc.2008.026146.CrossRef
8.
go back to reference Patrick K, Raab F, Adams MA, Dillon L, Zabinski M, Rock CL, Norman GJ: A text message-based intervention for weight loss: randomized controlled trial. J Med Internet Res. 2009, 11 (1): e1-10.2196/jmir.1100.CrossRefPubMedPubMedCentral Patrick K, Raab F, Adams MA, Dillon L, Zabinski M, Rock CL, Norman GJ: A text message-based intervention for weight loss: randomized controlled trial. J Med Internet Res. 2009, 11 (1): e1-10.2196/jmir.1100.CrossRefPubMedPubMedCentral
9.
go back to reference Whittaker R, Merry S, Stasiak K, McDowell H, Doherty I, Shepherd M: A mobile phone depression prevention intervention for adolescents: development process and postprogram findings on acceptability from a randomized controlled trial. J Med Internet Res. 2012, 14 (1): e13-10.2196/jmir.1857.CrossRefPubMedPubMedCentral Whittaker R, Merry S, Stasiak K, McDowell H, Doherty I, Shepherd M: A mobile phone depression prevention intervention for adolescents: development process and postprogram findings on acceptability from a randomized controlled trial. J Med Internet Res. 2012, 14 (1): e13-10.2196/jmir.1857.CrossRefPubMedPubMedCentral
10.
go back to reference Gold J, Lim MS, Hocking JS, Keogh LA, Spelman T, Hellard ME: Determining the impact of text messaging for sexual health promotion to young people. Sex Transm Dis. 2011, 38 (4): 247-52.PubMed Gold J, Lim MS, Hocking JS, Keogh LA, Spelman T, Hellard ME: Determining the impact of text messaging for sexual health promotion to young people. Sex Transm Dis. 2011, 38 (4): 247-52.PubMed
11.
go back to reference Abroms LC, Padmanabhan N, Evans WD: Mobile phones for health promotion. Interactive health communication applications: Promising strategies for health behavior change. Edited by: Noar S, Harrington NG. 2012, New York: Routledge Abroms LC, Padmanabhan N, Evans WD: Mobile phones for health promotion. Interactive health communication applications: Promising strategies for health behavior change. Edited by: Noar S, Harrington NG. 2012, New York: Routledge
13.
go back to reference Evans WD, Abroms LC, Poropatich R, Nielsen PE, Wallace JL: Mobile health evaluation methods: the text4baby case study. J Health Comm. 2012, 17: 22-29. 10.1080/10810730.2011.649157.CrossRef Evans WD, Abroms LC, Poropatich R, Nielsen PE, Wallace JL: Mobile health evaluation methods: the text4baby case study. J Health Comm. 2012, 17: 22-29. 10.1080/10810730.2011.649157.CrossRef
14.
go back to reference Bandura A: Health promotion by social cognitive means. Health Educ Behav. 2004, 31 (2): 143-164. 10.1177/1090198104263660.CrossRefPubMed Bandura A: Health promotion by social cognitive means. Health Educ Behav. 2004, 31 (2): 143-164. 10.1177/1090198104263660.CrossRefPubMed
15.
go back to reference Fishbein M, Ajzen I: Predicting and changing behavior: The reasoned action approach. 2010, New York, NY: Psychology Press Fishbein M, Ajzen I: Predicting and changing behavior: The reasoned action approach. 2010, New York, NY: Psychology Press
16.
go back to reference Prochaska JO, DiClemente CC, Norcross JC: In search of how people change: applications to addictive behaviors. Am Psychol. 1992, 47 (9): 1102-1114.CrossRefPubMed Prochaska JO, DiClemente CC, Norcross JC: In search of how people change: applications to addictive behaviors. Am Psychol. 1992, 47 (9): 1102-1114.CrossRefPubMed
17.
go back to reference Green LW, Kreuter MW: Health Program Planning: An Educational and Ecological Approach. 2005, NY: McGraw-Hill Higher Education, 4 Green LW, Kreuter MW: Health Program Planning: An Educational and Ecological Approach. 2005, NY: McGraw-Hill Higher Education, 4
18.
go back to reference Jordan ET, Ray EM, Johnson P, Evans WD: Early results: text4baby program reaches the intended audience. Nursing for Women's Health. 2011, 15: 206-212. 10.1111/j.1751-486X.2011.01635.x.CrossRefPubMed Jordan ET, Ray EM, Johnson P, Evans WD: Early results: text4baby program reaches the intended audience. Nursing for Women's Health. 2011, 15: 206-212. 10.1111/j.1751-486X.2011.01635.x.CrossRefPubMed
19.
go back to reference Evans WD, Patchen L, Pease T, Nestle-Patt J, Wallace J: Teen pregnancy prevention among at-risk urban youth: improving parent child connectedness. Health Disparities Among Under-served Populations: Implications for Research, Policy, and Praxis. Edited by: Notaro S. 2012, London: Emerald Publishing Evans WD, Patchen L, Pease T, Nestle-Patt J, Wallace J: Teen pregnancy prevention among at-risk urban youth: improving parent child connectedness. Health Disparities Among Under-served Populations: Implications for Research, Policy, and Praxis. Edited by: Notaro S. 2012, London: Emerald Publishing
20.
go back to reference Evans WD: Social marketing and children’s media use. Future Child. 2008, 18 (1): 181-204. 10.1353/foc.0.0009.CrossRefPubMed Evans WD: Social marketing and children’s media use. Future Child. 2008, 18 (1): 181-204. 10.1353/foc.0.0009.CrossRefPubMed
21.
go back to reference Southwell BG, Barmada CH, Homik RC, Maklan DM: Can we measure exposure? Evidence from a national campaign. J Health Comm. 2002, 7: 445-453. 10.1080/10810730290001800.CrossRef Southwell BG, Barmada CH, Homik RC, Maklan DM: Can we measure exposure? Evidence from a national campaign. J Health Comm. 2002, 7: 445-453. 10.1080/10810730290001800.CrossRef
22.
go back to reference Parker R, Ratzan SC: Health literacy: a second decade of distinction for Americans. J Health Comm. 2010, 15 (Suppl 2): 20-33.CrossRef Parker R, Ratzan SC: Health literacy: a second decade of distinction for Americans. J Health Comm. 2010, 15 (Suppl 2): 20-33.CrossRef
23.
go back to reference McCormack L, Bann C, Squiers L, Berkman ND, Squire C, Schillinger D, Ohene-Frempong J, Hibbard J: Measuring health literacy: a pilot study of a new skills-based instrument. J Health Comm. 2010, 15 (Suppl 2): 51-71.CrossRef McCormack L, Bann C, Squiers L, Berkman ND, Squire C, Schillinger D, Ohene-Frempong J, Hibbard J: Measuring health literacy: a pilot study of a new skills-based instrument. J Health Comm. 2010, 15 (Suppl 2): 51-71.CrossRef
24.
go back to reference Pepe MS, Anderson GL: A cautionary note on inference for marginal regression models with longitudinal data and general correlated response data. Comm Stat Simulat Comput. 1994, 23: 939-951. 10.1080/03610919408813210.CrossRef Pepe MS, Anderson GL: A cautionary note on inference for marginal regression models with longitudinal data and general correlated response data. Comm Stat Simulat Comput. 1994, 23: 939-951. 10.1080/03610919408813210.CrossRef
26.
go back to reference Snyder LB, Hamilton MA, Mitchell EW, Kiwanuka-Tondo J, Fleming-Milici F, Proctor D: A meta-analysis of the effect of mediated health communication campaigns on behavior change in the United States. J Health Comm. 2004, 9 (6): 71-96.CrossRef Snyder LB, Hamilton MA, Mitchell EW, Kiwanuka-Tondo J, Fleming-Milici F, Proctor D: A meta-analysis of the effect of mediated health communication campaigns on behavior change in the United States. J Health Comm. 2004, 9 (6): 71-96.CrossRef
27.
go back to reference Evans WD, Blitstein J, Hersey J, Renaud J, Yaroch A: Systematic review of public health branding. J Health Comm. 2008, 13 (8): 351-360.CrossRef Evans WD, Blitstein J, Hersey J, Renaud J, Yaroch A: Systematic review of public health branding. J Health Comm. 2008, 13 (8): 351-360.CrossRef
28.
go back to reference Yancey AK, Ortega AN, Kumanyika SK: Effective recruitment and retention of minority research participants. Annu Rev Publ Health. 2006, 27: 1-28. 10.1146/annurev.publhealth.27.021405.10211.CrossRef Yancey AK, Ortega AN, Kumanyika SK: Effective recruitment and retention of minority research participants. Annu Rev Publ Health. 2006, 27: 1-28. 10.1146/annurev.publhealth.27.021405.10211.CrossRef
Metadata
Title
Pilot evaluation of the text4baby mobile health program
Authors
William Douglas Evans
Jasmine L Wallace
Jeremy Snider
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2012
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-12-1031

Other articles of this Issue 1/2012

BMC Public Health 1/2012 Go to the issue