scholarly journals Predicting Attrition in a Text-Based Nutrition Education Program: Survival Analysis of Text2BHealthy (Preprint)

2018 ◽  
Author(s):  
Stephanie K Grutzmacher ◽  
Ashley L Munger ◽  
Katherine E Speirs ◽  
Yassaman Vafai ◽  
Evan Hilberg ◽  
...  

BACKGROUND Text-based programs have been shown to effectively address a wide variety of health issues. Although little research examines short message service (SMS) text messaging program characteristics that predict participant retention and attrition, features of SMS text message programs, such as program duration and intensity, message content, and the participants’ context, may have an impact. The impact of stop messages—messages with instructions for how to drop out of an SMS text message program—may be particularly important to investigate. OBJECTIVE The aim of this study was to describe attrition from Text2BHealthy, a text-based nutrition and physical activity promotion program for parents of low-income elementary school children, and to determine the impact of message content and number of stop messages received on attrition. METHODS Using data from 972 parents enrolled in Text2BHealthy, we created Kaplan-Meier curves to estimate differences in program duration for different SMS text message types, including nutrition, physical activity, stop, and other messages. Covariates, including rurality and number of stop messages received, were included. RESULTS Retention rates by school ranged from 74% (60/81) to 95.0% (132/139), with an average retention rate of 85.7% (833/972) across all schools. Program duration ranged from 7 to 282 days, with a median program duration of 233 days and an average program duration of 211.7 days. Among those who dropped out, program duration ranged from 7 to 247 days, with a median program duration of 102.5 days. Receiving a stop message increased the probability of attrition compared with receiving messages about nutrition, physical activity, or other topics (hazard ratio=51.5, 95% CI 32.46-81.7; P<.001). Furthermore, each additional stop message received increased the probability of attrition (hazard ratio=10.36, 95% CI 6.14-17.46; P<.001). The degree of rurality also had a significant effect on the probability of attrition, with metropolitan county participants more likely to drop out of the program than rural county participants. The interaction between SMS text message type and total number of stop messages received had a significant effect on attrition, with the effect of the number of stop messages received dependent on the SMS text message type. CONCLUSIONS This study demonstrates the potential of SMS text message programs to retain participants over time. Furthermore, this study suggests that the probability of attrition increases substantially when participants receive messages with instructions for dropping out of the program. Program planners should carefully consider the impact of stop messages and other program content and characteristics on program retention. Additional research is needed to identify participant, programmatic, and contextual predictors of program duration and to explicate the relationship between program duration and program efficacy.

Sensors ◽  
2021 ◽  
Vol 21 (10) ◽  
pp. 3415
Author(s):  
Hursuong Vongsachang ◽  
Aleksandra Mihailovic ◽  
Jian-Yu E ◽  
David S. Friedman ◽  
Sheila K. West ◽  
...  

Understanding periods of the year associated with higher risk for falling and less physical activity may guide fall prevention and activity promotion for older adults. We examined the relationship between weather and seasons on falls and physical activity in a three-year cohort of older adults with glaucoma. Participants recorded falls information via monthly calendars and participated in four one-week accelerometer trials (baseline and per study year). Across 240 participants, there were 406 falls recorded over 7569 person-months, of which 163 were injurious (40%). In separate multivariable regression models incorporating generalized estimating equations, temperature, precipitation, and seasons were not significantly associated with the odds of falling, average daily steps, or average daily active minutes. However, every 10 °C increase in average daily temperature was associated with 24% higher odds of a fall being injurious, as opposed to non-injurious (p = 0.04). The odds of an injurious fall occurring outdoors, as opposed to indoors, were greater with higher average temperatures (OR per 10 °C = 1.46, p = 0.03) and with the summer season (OR = 2.69 vs. winter, p = 0.03). Falls and physical activity should be understood as year-round issues for older adults, although the likelihood of injury and the location of fall-related injuries may change with warmer season and temperatures.


Author(s):  
Tyler Prochnow ◽  
M. Renée Umstattd Meyer ◽  
Megan S. Patterson ◽  
Megan E. McClendon ◽  
Luis Gómez ◽  
...  

Despite growing health disparities in Latino populations related to lack of physical activity (PA), little is known regarding the impact of social networks on PA and sedentary behavior among a sample of Latino fathers residing in functionally rural colonias. Fathers wore accelerometers and responded to questions regarding their self-efficacy and characteristics of who they were active with most often. Fathers (n = 47) attained a mean of 73.3 min of moderate-to-vigorous PA (SD = 23.8) per day and were sedentary for a mean of 364.0 min (SD = 74.4) per day. In total, fathers reported 205 alters and significantly more family members (M = 3.60, SD = 1.64) than friends (M = 0.77, SD = 1.37). Sedentary time was positively associated with number of peers and inversely related to the number of children reported. Minutes of moderate-to-vigorous PA was significantly associated with greater self-efficacy and number of family members reported. This study contributes to the evidence by further examining PA correlates of Latino fathers from functionally rural colonia communities. Additionally, this study supported both family systems theory and the socio–ecological model as it details the interpersonal and familial influences of PA behavior. Thus, supports for family activity promotion and programs which impact familial norms and activity at the family level may be particularly useful.


2014 ◽  
Vol 41 (10) ◽  
pp. 2068-2077 ◽  
Author(s):  
Brian C. Focht ◽  
Matthew J. Garver ◽  
Steven T. Devor ◽  
Justin Dials ◽  
Alexander R. Lucas ◽  
...  

Objective.To compare the effects of a group-mediated cognitive behavioral exercise intervention (GMCB) with traditional center-based exercise therapy (TRAD) on objectively assessed levels of physical activity (PA) and mobility in sedentary patients with knee osteoarthritis (OA).Methods.The Improving Maintenance of Physical Activity in Knee Osteoarthritis Trial-Pilot (IMPACT-P) was a 12-month, 2-arm, single-blind, randomized controlled pilot study designed to compare the effects of GMCB and TRAD on 80 sedentary patients with knee OA with self-reported difficulty in daily activities [mean age 63.5 yrs, 84% women, mean body mass index (BMI) 32.7 kg/m2]. Objective assessments of PA (LIFECORDER Plus Accelerometer) and mobility (400-m walk) were obtained at baseline, 3 months, and 12 months by study personnel blinded to participants’ treatment assignment.Results.Intent to treat 2 (treatment: GMCB and TRAD) × 2 (time: 3 mos and 12 mos) analyses of covariance of controlling for baseline, age, sex, and BMI-adjusted change in the outcomes demonstrated that the GMCB intervention yielded significantly greater increases in PA (p < 0.01) and a nonsignificant yet more favorable improvement in mobility (p = 0.09) relative to TRAD. Partial correlation analyses also revealed that change in PA was significantly correlated with the 400-m walk performance at 3-month (r = −0.51, p < 0.01) and 12-month (r = −0.40, p < 0.01) followup assessments.Conclusion.Findings from the IMPACT-P trial suggest that the GMCB treatment resulted in significantly greater improvement in PA and nonsignificant yet more favorable change in mobility relative to TRAD.


Circulation ◽  
2012 ◽  
Vol 125 (suppl_10) ◽  
Author(s):  
Gregory W Heath ◽  
Sarah White-Woerner

Introduction: Although it is known that urban design and land use at the community level contributes to active living, there remains a paucity of such information among low income and diverse populations affected by such infrastructure. Reconstruction of an inner city community in Chattanooga, Tennessee afforded the opportunity to assess the impact of new urbanist construction on active living among African-American children/youth living in the inner city. Hypothesis: Transportation and recreational physical activity levels among children/youth residing in a new urbanist community was hypothesized to be higher compared to demographically similar children/youth who reside in a more traditional inner city community. Methods: Using the System for Observing Physical Activity and Recreation in Communities (SOPARC) we examined an urban trail and recreational park areas of two distinct communities to assess physical activity, sports, and recreational of children/youth. SOPARC data were collected in each of 4 settings in each community (East, a traditional and South, a new urbanist) during four 1-h observation periods during 7 days of clement weather. Observations were made during each day of the week in each setting (i.e., Sunday through Saturday). Results: The SOPARC assessments of the urban trail and pedestrian/bicycle routes in the South and East yielded a total of 672 and 436 children/youth observations, respectively. South children/youth were over three times more likely to engage in vigorous physical activity compared to their East counterparts (Mantel-Haenszel Chi Square = 19.67; P< 0.00001). Conclusions: The present findings support the hypothesis that enhanced environmental supports, such as those found within the South community, increase the likelihood of greater levels of activity among children/youth compared to children/youth that were not exposed to these environmental enhancements. This comparative difference was most remarkable when examining the SOPARC assessment differences along the transport path/sidewalk routes, with South children/youth being significantly more likely than the East children/youth to engage in more vigorous forms of physical activity along this transport/recreational corridor, providing evidence that access to these types of ‘urban’ trails appears to translate into increased opportunities for physical activity among children/youth.


Author(s):  
Giovana Z. Mazo ◽  
Felipe Fank ◽  
Pedro S. Franco ◽  
Bruna da Silva Vieira Capanema ◽  
Franciele da Silva Pereira

The objective was to analyze the impact of social isolation on moderate physical activity and factors associated with sedentary behavior of older adults during the COVID-19 pandemic. This was a cross-sectional study involving 111 older adults (aged 71.0 ± 6.87 years). The data were collected at two time points: in November 2019 and in June 2020. There was a decline in moderate physical activity when the minutes/week were compared before and during social isolation (p < .001). Sedentary behavior was associated with the condition of living alone. Older adults who lived alone were 3.29 times more likely to spend 4 hr or more in sedentary behavior than those who lived with a partner (95% confidence interval [1.01, 10.74]). Government agencies must establish PA-related health promotion strategies, especially in developing and low-income countries. Therefore, home exercises need to be encouraged to prevent the consequences of this pandemic period.


2016 ◽  
Vol 38 (5) ◽  
pp. 481-492 ◽  
Author(s):  
Shaina Riciputi ◽  
Meghan H. McDonough ◽  
Sarah Ullrich-French

Physical activity–based positive youth development (PYD) programs often aim to foster character development. This study examined youth perspectives of character development curricula and the impact these activities have on their lives within and beyond the program. This case study examined youth from low-income families in a physical activity–based summer PYD program that integrated one character concept (respect, caring, responsibility, trust) in each of 4 weeks. Participants (N = 24) included a cross section of age, gender, ethnicity, and past program experience. Semi-structured interviews were analyzed using inductive thematic analysis and constant comparative methods. Thirteen themes were grouped in four categories: building highquality reciprocal relationships; intrapersonal improvement; moral reasoning and understanding; and rejection, resistance, and compliance. The findings provide participant-centered guidance for understanding youth personal and social development through physical activity in ways that are meaningful to participants, which is particularly needed for youth in low-income communities with limited youth programming.


2019 ◽  
Vol 7 (2) ◽  
pp. 180-193 ◽  
Author(s):  
Xiangli Gu ◽  
Senlin Chen ◽  
Xiaoxia Zhang

The purpose of this study was to examine the associations between fundamental motor skills (FMS; including locomotor and object-control skills), moderate-to-vigorous physical activity (MVPA), and sedentary behavior among young Hispanic and non-Hispanic children. Using the prospective research design spanning one academic school year, we recruited 671 children (6.96 ± 1.6 years, 46% girls) from four primary schools in North Texas, 300 of whom were Hispanic and 371 non-Hispanic children, with 90% of the Hispanic and 74% of the non-Hispanic children from low-income families. All participants completed the PE Metrics™ FMS assessment and wore Actical accelerometers. Hispanic children demonstrated a lower level of MVPA on school days than their non-Hispanic peers. After adjusting for sociodemographic variables, both locomotor and object-control skills significantly predicted school-based MVPA for the non-Hispanic groups, while only object-control skills significantly predicted MVPA for the Hispanic group. For both ethnic groups, locomotor skills significantly predicted school-based sedentary behavior. The findings shed light on future motor competence–based interventions for physical activity promotion and obesity prevention among young Hispanic as well as non-Hispanic children.


Author(s):  
Risto Marttinen ◽  
Mara Simon ◽  
Sharon Phillips ◽  
Ray N. Fredrick

Purpose: To understand where and how Latina girls are physically active outside of the Reflective Educational Approach to Character and Health program and the impact of female role models on participation in the program. Methods: The authors implemented a yearlong after-school physical activity and literacy program for fifth and sixth grade girls (N = 22 girls) in a low-income, urban community. Four university students/coaches delivered all sessions. Data were triangulated through 10 Latina girls’ interviews, student journals, coaches’ journals, researcher journals, and field notes, and analyzed using constant comparison. Results: Girls participated in leisure-time physical activities with family in community spaces, in spite of social and cultural barriers. Female coaches facilitated girls’ increased engagement by acting as strong role models and fostering caring relationships. Conclusion: After-school programs, community spaces, and strong connections with coaches play a critical role in students’ engagement in physical activity.


2020 ◽  
Vol 30 (Supplement_5) ◽  
Author(s):  
J Ladner ◽  
S D Mihailescu ◽  
D Cerasuolo

Abstract Background Rouen University Hospital implements a policy of health promotion hospital since 2016. The objective of this study was to evaluate prospectively the impact of physical activity promotion in hospital health workers (HW), using pedometers over a period of six months. Methods Physical activity was measured by electronic pedometers distributed to HW, with the aim to improve their physical activity and to measure it during six months. Online questionnaires collected at different points of follow-up, from inclusion to sixth month (a total of seven points of follow-up). Socio-demographic and characteristics on type of health work were collected as well as the number of steps and the behavior regarding their routine physical activity. Results A total of 680 HW were included in the cohort. The sex ratio M:W was 0.16. The mean age was 41.6 years (SD = 10.7). 44.0% were non-medical caregivers, 32.1% were in administrative section, 14.3% were technical workers and 9.7% were physicians or pharmacists; 53.7% of HW reported doing sport regularly. At inclusion the mean number of daily steps was 8662. The mean progression for all professional profiles between first week and sixth month was of 1082 steps daily, with difference according to position: 1319 in physicians, 1234 in non-medical caregivers, 1106 in administrative workers and 314 in technical workers. In linear regression model, the mean number of progression of daily steps was 964 in physicians, 752 in non-medical caregivers. Conclusions The study shows a significant increase in the number of daily steps measured objectively using an incentive tool, as pedometer during six months of intervention. Further researches are needed to determine if these changes are sustainable over a long period of time Key messages Despite high level of daily steps at baseline, the longitudinal study shows an increase of daily steps over a 6-month period. Such public health intervention is a relevant method to engage people in self-monitoring their physical activity.


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