Skip to main content

Advertisement

Log in

Physical activity maintenance among Spanish-speaking Latinas in a randomized controlled trial of an Internet-based intervention

  • Published:
Journal of Behavioral Medicine Aims and scope Submit manuscript

Abstract

Spanish-speaking Latinas have some of the lowest rates of meeting physical activity guidelines in the U.S. and are at high risk for many related chronic diseases. The purpose of the current study was to examine the maintenance of a culturally and individually-tailored Internet-based physical activity intervention for Spanish-speaking Latinas. Inactive Latinas (N  =  205) were randomly assigned to a 6-month Tailored Physical Activity Internet Intervention or a Wellness Contact Control Internet Group, with a 6-month follow-up. Maintenance was measured by assessing group differences in minutes per week of self-reported and accelerometer measured moderate to vigorous physical activity (MVPA) at 12 months after baseline and changes in MVPA between the end of the active intervention (month 6) and the end of the study (month 12). Potential moderators of the intervention were also examined. Data were collected between 2011 and 2014, and were analyzed in 2015 at the University of California, San Diego. The Intervention Group engaged in significantly more minutes of MVPA per week than the Control Group at the end of the maintenance period for both self-reported (mean diff. = 30.68, SE = 11.27, p = .007) and accelerometer measured (mean diff. = 11.47, SE = 3.19, p = .01) MVPA. There were no significant between- or within-group changes in MVPA from month 6 to 12. Greater intervention effects were seen for those with lower BMI (BMI × intervention = −6.67, SE = 2.88, p = .02) and lower perceived places to walk to in their neighborhood (access × intervention = −43.25, SE = 19.07, p = .02), with a trend for less family support (social support × intervention = −3.49, SE = 2.05, p = .08). Acculturation, health literacy, and physical activity related psychosocial variables were not significant moderators of the intervention effect during the maintenance period. Findings from the current study support the efficacy of an Internet-delivered individually tailored intervention for maintenance of MVPA gains over time.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Abbreviations

MVPA:

Moderate to vigorous physical activity

BMI:

Body mass index

7-Day PAR:

7-Day Physical Activity Recall interview

ACSM:

American College of Sports Medicine

BrAS:

Brief Acculturation Scale

STOFHLA:

Short Test of Functional Health Literacy in Adults

References

  • Anderson-Bill, E. S., Winett, R. A., & Wojcik, J. R. (2011). Social cognitive determinants of nutrition and physical activity among web-health users enrolling in an online intervention: the influence of social support, self-efficacy, outcome expectations, and self-regulation. Journal of Medical Internet Research. doi:10.2196/jmir.1551

    Google Scholar 

  • Bandura, A. (1986). Social foundations of thought and action: A social cognitive theory. Prentice Hall series in social learning theory (Vol. 1).

  • Benitez, T. J., Dodgson, J. E., Coe, K., & Keller, C. (2015). Utility of acculturation in physical activity research in Latina adults: An integrative review of literature. Health Education & Behavior. doi:10.1177/1090198115601042

    Google Scholar 

  • Blair, S. N., Haskell, W. L., Ho, P., Paffenbarger, R. S., Vranizan, K. M., Farquhar, J. W. et al. (1985). Assessment of habitual physical activity by a seven-day recall in a community survey and controlled experiments. American Journal of Epidemiology, 122, 794–804.

    Article  CAS  PubMed  Google Scholar 

  • Burke, V., Beilin, L. J., Cutt, H. E., Mansour, J., & Mori, T. A. (2008). Moderators and mediators of behaviour change in a lifestyle program for treated hypertensives: A randomized controlled trial (ADAPT). Health Education Research, 23, 583–591. doi:10.1093/her/cym047

    Article  PubMed  Google Scholar 

  • Cadmus-Bertram, L. A., Marcus, B. H., Patterson, R. E., Parker, B. A., & Morey, B. L. (2015). Randomized trial of a fitbit-based physical activity intervention for women. American Journal of Preventive Medicine, 49, 414–418. doi:10.1016/j.amepre.2015.01.020

    Article  PubMed  PubMed Central  Google Scholar 

  • Centers for Disease Control and Prevention. (2015). The benefits of physical activity. Retrieved from https://www.cdc.gov/physicalactivity/basics/pa-health/

  • Cerin, E., Saelens, B. E., Sallis, J. F., & Frank, L. D. (2006). Neighborhood environment walkability scale: Validity and development of a short form. Medicine and Science in Sports and Exercise, 38, 1682–1691. doi:10.1249/01.mss.0000227639.83607.4d

    Article  PubMed  Google Scholar 

  • Colby, S. L., & Ortman, J. M. (2015). Projections of the size and composition of the U. S. population: 2014 to 2060. Current Population Reports.

  • Darker, C. D., French, D. P., Eves, F. F., & Sniehotta, F. F. (2010). An intervention to promote walking amongst the general population based on an “extended” theory of planned behaviour: A waiting list randomised controlled trial. Psychology & Health, 25, 71–88. doi:10.1080/08870440902893716

    Article  CAS  Google Scholar 

  • Davies, C. A., Spence, J. C., Vandelanotte, C., Caperchione, C. M., & Mummery, W. K. (2012). Meta-analysis of internet-delivered interventions to increase physical activity levels. International Journal of Behavioral Nutrition and Physical Activity, 9, 1–13. doi:10.1186/1479-5868-9-52

    Article  Google Scholar 

  • Dominguez, K., Penman-Aguilar, A., Chang, M.-H., Moonesinghe, R., & Ted, C. et al. (2015). Vital signs: Leading causes of death, prevalence of diseases and risk factors, and use of health services among Hispanics in the United States—2009–2013. MMWR. Morbidity and Mortality Weekly Report, 64, 453–458. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/25950251

  • Foster, C., Richards, J., Thorogood, M., & Hillsdon, M. (2013). Remote and web 2.0 interventions for promoting physical activity. The Cochrane Database of Systematic Reviews, 9, CD010395. doi:10.1002/14651858.CD010395.pub2

    PubMed  Google Scholar 

  • Franzini, L., Taylor, W., Elliott, M. N., Cuccaro, P., Tortolero, S. R., Janice Gilliland, M., et al. (2010). Neighborhood characteristics favorable to outdoor physical activity: Disparities by socioeconomic and racial/ethnic composition. Health Place, 16, 267–274. doi:10.1016/j.healthplace.2009.10.009

    Article  PubMed  Google Scholar 

  • Freedson, P. S., Melanson, E., & Sirard, J. (1998). Calibration of the computer science and applications, Inc. accelerometer. Medicine & Science in Sports & Exercise, 30, 777–781.

    Article  CAS  Google Scholar 

  • Gao, S., Stone, R. A., Hough, L. J., Haibach, J. P., Marcus, B. H., Ciccolo, J. T., et al. (2016). Physical activity counseling in overweight and obese primary care patients: Outcomes of the VA-STRIDE randomized controlled trial. Preventive Medicine Reports, 3, 113–120. doi:10.1016/j.pmedr.2015.12.007

    Article  PubMed  Google Scholar 

  • Garber, C. E., Blissmer, B., Deschenes, M. R., Franklin, B. A., Lamonte, M. J., Lee, I.-M., et al. (2011). American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Medicine and Science in Sports and Exercise, 43, 1334–1359. doi:10.1249/MSS.0b013e318213fefb

    Article  PubMed  Google Scholar 

  • Hartman, S. J., Dunsiger, S. I., Pekmezi, D. W., Barbera, B., Neighbors, C. J., Marquez, B., et al. (2011). Impact of baseline BMI upon the success of Latina participants enrolled in a 6-month physical activity intervention. Journal of Obesity, 2011, 921916. doi:10.1155/2011/921916

    Article  PubMed  PubMed Central  Google Scholar 

  • Haskell, W. L., Lee, I. M., Pate, R. R., Powell, K. E., Blair, S. N., Franklin, B. A., et al. (2007). Physical activity and public health: updated recommendation for adults from the American College of Sports Medicine and the American Heart Association. Circulation, 116, 1081–1093. doi:10.1161/circulationaha.107.185649

    Article  PubMed  Google Scholar 

  • Joseph, R. P., Durant, N. H., Benitez, T. J., & Pekmezi, D. W. (2014). Internet-based physical activity interventions. American Journal of Lifestyle Medicine 8, 42–68. doi:10.1177/1559827613498059

    Article  PubMed  Google Scholar 

  • Kelly, L. A., McMillan, D. G., Anderson, A., Fippinger, M., Fillerup, G., & Rider, J. (2013). Validity of actigraphs uniaxial and triaxial accelerometers for assessment of physical activity in adults in laboratory conditions. BMC Medical Physics, 13, 5. doi:10.1186/1756-6649-13-5

  • Kendzierski, D., & DeCarlo, K. J. (1991). Physical Activity Enjoyment Scale: Two validation studies. Journal of Sport & Exercise Psychology, 50–65. Retrieved from http://psycnet.apa.org/psycinfo/1991-20212-001

  • Larsen, B. A., Noble, M. L., Murray, K. E., & Marcus, B. H. (2014). Physical activity in Latino men and women: Facilitators, barriers, and interventions. American Journal of Lifestyle Medicine. doi:10.1177/1559827614521758

    Google Scholar 

  • Larsen, B. A., Pekmezi, D., Marquez, B., Benitez, T. J., & Marcus, B. H. (2013). Physical activity in Latinas: Social and environmental influences. Women’s Health (London, England), 9, 201–210. doi:10.2217/whe.13.9

    Article  CAS  Google Scholar 

  • Lopez, M. H., Gonzalez-Barrera, A., & Patten, E. (2013). Closing the digital divide: Latinos and technology adoption. Pew Research Center. Retrieved from http://www.pewhispanic.org/2013/03/07/closing-the-digital-divide-latinos-and-technology-adoption/

  • Magoc, D., Tomaka, J., & Bridges-Arzaga, A. (2011). Using the web to increase physical activity in college students. American Journal of Health Behavior, 35, 142–154.

    Article  PubMed  Google Scholar 

  • Marcus, B. H., Dunsiger, S. I., Pekmezi, D. W., Larsen, B. A., Bock, B. C., Gans, K. M., et al. (2013). The Seamos Saludables study: A randomized controlled physical activity trial of Latinas. American Journal of Preventive Medicine, 45, 598–605. doi:10.1016/j.amepre.2013.07.006

    Article  PubMed  Google Scholar 

  • Marcus, B. H., Dunsiger, S. I., Pekmezi, D., Larsen, B. A., Marquez, B., Bock, B. C., et al. (2015a). Twelve-month physical activity outcomes in Latinas in the Seamos Saludables trial. American Journal of Preventive Medicine, 48, 179–182. doi:10.1016/j.amepre.2014.08.032

    Article  PubMed  Google Scholar 

  • Marcus, B. H., Hartman, S. J., Pekmezi, D., Dunsiger, S. I., Linke, S., Marquez, B., et al. (2015b). Using interactive Internet technology to promote physical activity in Latinas: Rationale, design, and baseline findings of Pasos Hacia La Salud. Contemporary Clinical Trials. doi:10.1016/j.cct.2015.08.004

    Google Scholar 

  • Marcus, B. H., Hartmand, S., Larsen, B. A., Pekmezi, D., Dunsiger, S., Linke, S., et al. (2016). Pasos Hacia La Salud: A randomized controlled trial of an Internet-delivered physical activity intervention for Latinas. International Journal of Behavioral Nutrition and Physical Activity. doi:10.1186/s12966-016-0385-7

  • Marcus, B. H., Rossi, J. S., Selby, V. C., Niaura, R. S., & Abrams, D. B. (1992a). The stages and processes of exercise adoption and maintenance in a worksite sample. Health Psychology : Official Journal of the Division of Health Psychology, American Psychological Association, 11, 386–395. doi:10.1037/0278-6133.11.6.386

    Article  CAS  Google Scholar 

  • Marcus, B. H., Selby, V. C., Niaura, R. S., & Rossi, J. S. (1992b). Self-efficacy and the stages of exercise behavior change. Research Quarterly for Exercise and Sport, 63, 60–66. doi:10.1080/02701367.1992.10607557

    Article  CAS  PubMed  Google Scholar 

  • Mateo, F., Granado-Font, E., Ferre-Grau, C., & Montana-Carreras, X. (2015). Mobile phone apps to promote weight loss and increase physical activity: A Systematic review and meta-analysis. Journal of Medical Internet Research, 17, e253. doi:10.2196/jmir.4836

    Article  Google Scholar 

  • Moore, S. C., Lee, I., Weiderpass, E., & Al, E. (2016). Association of leisure-time physical activity with risk of 26 types of cancer in 1.44 million adults. JAMA Internal Medicine. doi:10.1001/jamainternmed.2016.1548

    Google Scholar 

  • National Health Interview Survey. (2015). Early Release of Selected Estimates Based on Data From the National Health Interview Survey, January–September 2015: Leisure-Time Physical Activity. CDC/NCHS. Retrieved from http://www.cdc.gov/nchs/data/nhis/earlyrelease/earlyrelease201602_07.pdf

  • Norris, A. E., Ford, K., & Bova, C. A. (1996). Psychometrics of a brief acculturation scale for hispanics in a probability sample of urban hispanic adolescents and young adults. Hispanic Journal of Behavioral Sciences, 18, 29–38. doi:10.1177/07399863960181004

    Article  Google Scholar 

  • Nurss, J., Parker, R., Williams, M., & Baker, D. (1998). Directions for administration and scoring and technical data, short test of functional health literacy in adults (S-TOFHLA-English & S-TOFHLA-Spanish). Center for the Study of Adult Literacy.

  • Owen, N., Glanz, K., Sallis, J. F., & Kelder, S. H. (2006). Evidence-based approaches to dissemination and diffusion of physical activity interventions. American Journal of Preventive Medicine, 31, S35–44. doi:10.1016/j.amepre.2006.06.008

    Article  PubMed  Google Scholar 

  • Parker, R. M., Baker, D. W., Williams, M. V., & Nurss, J. R. (1995). The test of functional health literacy in adults: A new instrument for measuring patients’ literacy skills. Journal of General Internal Medicine, 10, 537–541.

    Article  CAS  PubMed  Google Scholar 

  • Pekmezi, D., Ainsworth, C., Joseph, R., Bray, M. S., Kvale, E., Isaac, S., et al. (2016). Rationale, design, and baseline findings from HIPP: A randomized controlled trial testing a home-based, individually-tailored physical activity print intervention for African American women in the Deep South. Contemporary Clinical Trials, 47, 340–348. doi:10.1016/j.cct.2016.02.009

    Article  PubMed  PubMed Central  Google Scholar 

  • Pekmezi, D. W., Neighbors, C. J., Lee, C. S., Gans, K. M., Bock, B. C., Morrow, K. M., et al. (2009). A Culturally adapted physical activity intervention for latinas a randomized controlled trial. American Journal of Preventive Medicine, 37, 495. doi:10.1016/j.amepre.2009.08.023

    Article  PubMed  PubMed Central  Google Scholar 

  • Pew Research Center. (2014). Internet user demographics. Retrieved from http://www.pewinternet.org/data-trend/internet-use/latest-stats/

  • Prochaska, J. O., & Diclemente, C. C. (1986). Toward a comprehensive model of change. In W. R. Miller & N. Heather (Eds.), Treating addictive behaviors: Processes of change (pp. 3–27). Boston, MA: Springer US.

  • Sallis, J. F., Grossman, R. M., Pinski, R. B., Patterson, T. L., & Nader, P. R. (1987). The development of scales to measure social support for diet and exercise behaviors. Preventive Medicine, 16, 825–836. doi:10.1016/0091-7435(87)90022-3

    Article  CAS  PubMed  Google Scholar 

  • Sallis, J. F., Haskell, W. L., Wood, P. D., Fortmann, S. P., Rogers, T., Blair, S. N., & Paffenbarger, R. S. (1985). Physical activity assessment methodology in the Five-City Project. American Journal of Epidemiology, 121, 91–106. Retrieved from http://aje.oxfordjournals.org/content/121/1/91.abstract

  • Services, U. S. D. of H. and H. (2008). Physical activity guidelines for Americans. Hyattsville, MD: US Department of Health and Human Services.

    Google Scholar 

  • van den Berg, M. H., Schoones, J. W., & Vliet Vlieland, T. P. M. (2007). Internet-based physical activity interventions: a systematic review of the literature. Journal of Medical Internet Research, 9, e26. doi:10.2196/jmir.9.3.e26

    Article  PubMed  PubMed Central  Google Scholar 

  • Vandelanotte, C., Spathonis, K. M., Eakin, E. G., & Owen, N. (2007). Website-delivered physical activity interventions a review of the literature. American Journal of Preventive Medicine, 33, 54–64. doi:10.1016/j.amepre.2007.02.041

    Article  PubMed  Google Scholar 

  • Vermeesch, A. L., & Stommel, M. (2014). Physical activity and acculturation among U.S. Latinas of childbearing age. Western Journal of Nursing Research, 36, 495–511. doi:10.1177/0193945913507341

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

We would like to thank Michael Getz and Illumina Interactive Learning, as well as Raul Fortunet, Karla Nuñez, Rachelle Edgar, Madison Noble, Daniah Tanori, David Bakal, Emily Berliant, and Dr. Veronica Villarreal at the University of California, San Diego for their valuable research assistance and contributions to this study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sheri J. Hartman.

Ethics declarations

Conflict of interest

Sheri J. Hartman, Shira I. Dunsiger, Beth C. Bock, Britta A. Larsen, Sarah Linke, Dori Pekmezi, Becky Marquez, Kim M. Gans, Andrea S. Mendoza-Vasconez, and Bess H. Marcus declares that they have no conflict of interest.

Human and animal rights and Informed consent

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed consent was obtained from all patients for being included in the study. All study protocols and forms were approved by the institutional review board of the University of California, San Diego.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hartman, S.J., Dunsiger, S.I., Bock, B.C. et al. Physical activity maintenance among Spanish-speaking Latinas in a randomized controlled trial of an Internet-based intervention. J Behav Med 40, 392–402 (2017). https://doi.org/10.1007/s10865-016-9800-4

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10865-016-9800-4

Keywords

Navigation