Showing papers by "Kevin Patrick published in 2014"

Click “Like” to Change Your Behavior: A Mixed Methods Study of College Students’ Exposure to and Engagement With Facebook Content Designed for Weight Loss

Abstract: Background: Overweight or obesity is prevalent among college students and many gain weight during this time. Traditional face-to-face weight loss interventions have not worked well in this population. Facebook is an attractive tool for delivering weight loss interventions for college students because of its popularity, potential to deliver strategies found in successful weight loss interventions, and ability to support ongoing adaptation of intervention content. Objective: The objective of this study was to describe participant exposure to a Facebook page designed to deliver content to overweight/obese college students in a weight loss randomized controlled trial (N=404) and examine participant engagement with behavior change campaigns for weight loss delivered via Facebook. Methods: The basis of the intervention campaign model were 5 self-regulatory techniques: intention formation, action planning, feedback, goal review, and self-monitoring. Participants were encouraged to engage their existing social network to meet their weight loss goals. A health coach moderated the page and modified content based on usage patterns and user feedback. Quantitative analyses were conducted at the Facebook post- and participant-level of analysis. Participant engagement was quantified by Facebook post type (eg, status update) and interaction (eg, like) and stratified by weight loss campaign (sequenced vs nonsequenced). A subset of participants were interviewed to evaluate the presence of passive online engagement or “lurking.” Results: The health coach posted 1816 unique messages to the study’s Facebook page over 21 months, averaging 3.45 posts per day (SD 1.96, range 1-13). In all, 72.96% (1325/1816) of the posts were interacted with at least once (eg, liked). Of these, approximately 24.75% (328/1325) had 1-2 interactions, 23.39% (310/1325) had 3-5 interactions, 25.13% (333/1325) had 6-8 interactions, and 41 posts had 20 or more interactions (3.09%, 41/1325). There was significant variability among quantifiable (ie, visible) engagement. Of 199 participants in the final intervention sample, 32 (16.1%) were highly active users and 62 (31.2%) never visibly engaged with the intervention on Facebook. Polls were the most popular type of post followed by photos, with 97.5% (79/81) and 80.3% (386/481) interacted with at least once. Participants visibly engaged less with posts over time (partial r =–.33; P <.001). Approximately 40% of the participants interviewed (12/29, 41%) reported passively engaging with the Facebook posts by reading but not visibly interacting with them. Conclusions: Facebook can be used to remotely deliver weight loss intervention content to college students with the help of a health coach who can iteratively tailor content and interact with participants. However, visible engagement with the study’s Facebook page was highly variable and declined over time. Whether the level of observed engagement is meaningful in terms of influencing changes in weight behaviors and outcomes will be evaluated at the completion of the overall study. [J Med Internet Res 2014;16(6):e158]

The EARLY trials: a consortium of studies targeting weight control in young adults

Abstract: Young adulthood has been identified as a high-risk period for the development of obesity but few interventions have been tested in this population. One way to escalate our learning about effective interventions is to test a number of interventions simultaneously as a consortium of research trials. This paper describes the Early Adult Reduction of weight through LifestYle intervention (EARLY) trials. Seven research sites were funded to conduct intervention trials, agreeing to test similar primary outcomes and cooperating to use a set of common measurement tools. The EARLY consortium was able to work cooperatively using an executive committee, a steering committee, workgroups and subcommittees to help direct the common work and implement a set of common protocol and measurement tools for seven independent but coordinated weight-related intervention trials. Using a consortium of studies to help young adults reach or maintain a healthy weight will result in increased efficiency and speed in understanding the most effective intervention strategies.

Fit4Life: a weight loss intervention for children who have survived childhood leukemia.

Abstract: BACKGROUND Children surviving acute lymphoblastic leukemia (ALL) are at increased risk for overweight and obesity over that of the general population. Whether a generic or tailored approach to weight management is needed for cancer survivors has yet to be tested. PROCEDURE Thirty-eight youth 8-18 years with BMI ≥ 85% who had survived ALL were recruited for a randomized clinical trial evaluating a weight management intervention (WMI) tailored for childhood ALL survivors (Fit4Life). Fit4Life recipients received a 4-month web, phone, and text message-delivered WMI tailored for cancer survivorship. Controls received a general WMI delivered via phone and mail. Assessments were performed at baseline and 4 months. Outcome data were analyzed according to assigned treatment condition over time. RESULTS Most (80%, (70%, 100%) [median (IQR)]) of the assigned curriculum was received by Fit4Life participants as compared to 50% (40%, 65%) among controls. Fit4Life recipients ≥ 14 years demonstrated less weight gain (P = 0.05) and increased moderate-to-vigorous physical activity (P < 0.01) while all Fit4Life recipients reported reduced negative mood (P < 0.05) over time as compared to control counterparts. CONCLUSIONS We demonstrated acceptable feasibility of a WMI tailored for overweight and obese children surviving ALL utilizing a multimodal technology approach. Improved weight, weight-related behavior, and psychological outcomes were demonstrated among Fit4Life intervention as compared to youth receiving a generic WMI. Data from this pilot trial may be used to design a larger trial to determine whether youth of all ages also can derive a benefit from a cancer survivor-tailored WMI and whether short-term outcomes translate into improved long-term outcomes for childhood ALL survivors.

Strategies that predict weight loss among overweight/obese young adults.

Abstract: OBJECTIVES Understanding the characteristics of young adults who have difficulty achieving a healthy weight may help develop more effective interventions. METHODS Signal detection was conducted to identify subgroups of overweight/obese young adults more or less likely to lose weight (5% weight loss) over 6 months. Data were collected from a diverse sample involved in a randomized controlled behavioral weight loss intervention (N = 404). RESULTS Overall, 15% (N = 57) of participants achieved <5% weight loss. Change in self-monitoring weight, baseline score of gym attendance/participating in exercise classes, and change in eating less fat were the best predictors of weight loss. CONCLUSION These strategies may be particularly helpful to promote short-term weight loss in overweight/obese young adults.

Two-Year Outcomes of a Primary Care–and Home-Based Intervention for Physical Activity, Sedentary Behavior, and Diet in Adolescents:

Abstract: Objective. Interventions to promote physical activity (PA) and healthy diet that are (a) conducted in a primary care setting, (b) based on theories of behavioral change, and (c) of long duration (>1 year) are recommended but few exist. We tested the effect, after 2 years of treatment, of a multicomponent intervention designed to promote PA and healthy diet among 819 adolescents between the ages of 11 and 15 years from San Diego. Methods. Treatment effects were assessed using sex-specific repeated- measures mixed model analyses. All behaviors measured were based on self-report. Results. After 2 years of treatment, boys in the intervention group maintained improved consumption of fruits and vegetables whereas the control group did not (P = .006). Two-year treatment effects were also observed for sedentary behaviors in both boys (P < .0001) and girls (P = .012). Satisfaction with the program was high and of the intervention components, counselor calls were most liked, parental guidance was perceived as most valuable, and tip sheets were the most used. Conclusion: Two years of a primary care-based intervention that focus on behavioral change strategies, counselor calls, and parental guidance reduced sedentary behavior and increased boys' fruit and vegetable consumption.

Correlates of measured prehypertension and hypertension in Latina women living along the US-Mexico border, 2007-2009.

Abstract: Author(s): Madanat, Hala; Molina, Marisa; Din, Hena; Mintle, Rachel; Arredondo, Elva M; Elder, John P; Patrick, Kevin; Lemus, Hector; Medina, Veronica; Ayala, Guadalupe X | Abstract: IntroductionAlthough Latinos have lower hypertension rates than non-Latino whites and African Americans, they have a higher prevalence of undiagnosed and uncontrolled hypertension. Research on predictors of hypertension has mostly focused on intrapersonal factors with no studies assessing the combined influence of intrapersonal, interpersonal, and environmental factors. The purpose of this study was to assess a broad range of correlates including intrapersonal, interpersonal, and environmental factors on measured blood pressure category (nonhypertensive, prehypertensive, and hypertensive) in a sample of Latina women residing in San Diego, California.MethodsThis cross-sectional study used baseline data from the San Diego Prevention Research Center's Familias Sanas y Activas program, a promotora-led physical activity intervention. The sample was 331 Latinas who self-selected into this program. Backward conditional logistic regression analysis was conducted to determine the strongest correlates of measured blood pressure category.ResultsLogistic regression analysis suggested that the strongest correlates of prehypertension were soda consumption (odds ratio [OR] = 1.34, [1.00-1.80], P ≤ .05) and age (OR = 1.03, [1.00-1.05], P ≤ .05). The strongest correlates of hypertension were soda consumption (OR = 1.92, [1.20-3.07], P ≤ .01), age (OR = 1.09, [1.05-1.13], P ≤ .001), and measured body mass index (OR = 1.13, [1.05-1.22], P ≤ .001). All analyses controlled for age and education. No interpersonal or environmental correlates were significantly associated with blood pressure category.ConclusionFuture research should aim to further understand the role of soda consumption on risk for hypertension in this population. Furthermore, interventions aimed at preventing hypertension may want to focus on intrapersonal level factors.

Guest editorial. Service science for e-Health.

Abstract: The five papers in this special section cover a wide range of topics, from mobile health systems to service-oriented decision support in medical systems and service quality evaluation.

Feasibility of using home-based mobile sensors for remote patient monitoring in cancer care and prevention.

Abstract: 9585 Background: Remote monitoring of patients outside of the clinic setting during critical periods of care is an emerging paradigm in oncology. CYCORE (CYberinfrastructure for COmparative effecti...