Browsing by Author "Zoellner, Jamie M."

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    Application of The Theory of Planned Behavior in a Randomized Control Trial Targeting Sugar-Sweetened Beverage Intake and Physical Activity in Southwest Virginia
    Tyhurst, Maja (Virginia Tech, 2015-06-07)
    BACKGROUND: Health-related interventions informed by behavioral theory have been shown to be more effective in changing behaviors as compared to those that are not. The Theory of Planned Behavior (TPB) has been used to successfully predict and explain a variety of health related behaviors, including sugar-sweetened beverage (SSB) intake and physical activity (PA). The TPB assumes that behavioral intentions are the most important determinant of behavior. Intentions are the function of individual's attitudes toward the behavior (these evaluations can be positive or negative), subjective norms (social standards and expectations surrounding the behavior), and perceived behavioral control (perception of the ease with which the behavior can be performed). According to literature, behavioral intentions predict 20% - 40% of the variance in health behaviors with attitudes beings the strongest predictor of diet, and perceived behavioral control being the strongest predictor of physical activity related intentions. Excessive SSB consumption and inadequate PA have been highly associated with the obesity epidemic, and related comorbidities such as cardiovascular disease and type-2 diabetes. Understanding and targeting these behaviors through application of health behavior theories, such as the TPB, is important. PRIMARY AIMS: This research is embedded within a larger 2-arm randomized-control trial, Talking Health, which targets residents in rural southwest Virginia. Guided by the TPB, the overall goal of the Talking Health trial is to determine the effectiveness of a 6-month intervention aimed at decreasing SSB intake (SIPsmartER) compared to a matched contact control aimed at increasing PA (MoveMore). Each condition includes three classes, one teach-back call, and 11 interactive voice response (IVR) calls. The primary aims of this secondary analysis of Talking Health are to 1) determine if single-item TPB indicators are correlated with multi-item TPB scales for SSB and PA; 2) examine how baseline TPB variables predict participation in the SIPsmartER and MoveMore; 3) determine how the IVR TPB variables assessed during IVR calls predict future SSB and PA behaviors reported in a subsequent IVR call; and 4) explore how TPB variables change over the course of the teach back and 11 IVR calls. METHODS: Eligibility requirements included being 18 years of age or older, having reliable access to a telephone, drinking 200 kilocalories of SSB per day, and having no contraindications for moderate-intensity physical activity. The present research utilizes data from the baseline health assessment, class attendance and IVR and teach back calls completion data, as well as data collected in teach-back and 11 IVR calls. Multi-item TPB constructs for both SSB and PA behaviors were assessed at baseline (measured on a 7-point Likert scale). Each IVR call assessed self-reported past week behavior (ounces of SSB or minutes of PA) and four single-item TPB constructs including behavioral intentions, perceived behavioral control, instrumental attitudes, affective attitudes, and subjective norms. Participation was measured as the number out of 15 activities completed by participants (three classes, one teach back call, and 11 IVR calls). Statistical analysis included descriptive statistics, Chi square tests, independent T-tests, Pearson's correlations, Cronbach's α, and sequential multi-step regression models. Multiple data imputations were used to account for missing data. RESULTS: Of the 301 participants, 81% were female and 93% were Caucasian. The mean age of participants was 48.8 ± 13.5. Additionally, 32% of participants completed high school education, 55% earned < $20,000 per year, 32% had a full time or part time job, and 33% were classified as low health literate. Single-item indicators for both SSB-TPB questions (r > 0.60) and PA-TPB questions (r > 0.69) were highly correlated with their multi-item scales. Baseline TPB variables did not predict the participation rates in either SIPsmartER (F=1.763, R2=0.057, P=0.124) or MoveMore (F=0.815, R2=0.028, P=0.541) conditions. Of the nine SIPsmartER IVR regression models, eight were significant, and the SSB-TPB variables predicted about 30% of the variance in SSB behavior. Of the nine MoveMore IVR regression models, all were significant, and the PA-TPB variables predicted about 20% of the variance in SSB behavior. In both conditions, the majority of variance was explained by behavioral intentions and the addition of other TPB variables (perceived behavioral control, instrumental attitudes, affective attitudes, and subjective norms) explained substantially less variance in the behaviors. There were no notable patterns of change in TPB variables over 11 IVR calls for either SIPsmartER or MoveMore participants. DISCUSSION: Our findings show that single-item indicators can be used as reliable measures of the TPB constructs. The TPB model did not show significant predictive value when it comes to participation in SIPsmartER or MoveMore. On the other hand, our findings show that TPB model explained about 30% (SSB) and about 20% (PA) of variance in behavior. Although significant changes in IVR TPB variables were found between the two time points in several instances for both SSB and PA behavior, there were no patterns of change over time. Based on our findings, assessing behavioral intentions as the goal behavior in each IVR call may be the most useful application of the TPB. Other TPB variables can be assessed using single-item indicators.
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    Assessing Children\'s Restaurant Menus in a Health Disparate Region
    Olive, Nicole Christine (Virginia Tech, 2013-06-05)
    Obesity is an increasing problem in the United States with 17% of youth currently classified as obese and an even higher prevalence of obesity among disadvantaged populations. The food environment may be contributing to these high rates as there has been a well documented association among increased away from home food consumption and excess adiposity, as well as evidence to support that children\'s diets are composed of a large portion of restaurant foods. The main purpose of this study is to describe the quality of restaurant food offered to children in a rural health disparate region. Two trained research assistants conducted systematic audits of all food outlets offering a children\'s menu in the Dan River region using the Children\'s Menu Assessment (CMA) tool. A composite score for each outlet for was calculated from the 29 scored items on the CMA. The total sample consisted of 137 outlets with CMA scores ranging from -4 to 9 with a mean score of 1.6+2.7. Scores were lowest in the predominantly Black block groups (0.2+0.4) when compared to the predominately White block groups (1.4+1.6) and Mixed block groups (2.6+2.4) with significantly lower scores in the predominantly Black block group than the Mixed block groups (F=4.3; p<0.05). The results of this study reveal a lack of few healthy food options available for children in this region. These findings have the potential to contribute to public health efforts in developing public policy changes or environmental interventions for the children\'s food environment in the Dan River Region.
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    Assessing the Internal and External Validity of Mobile Health Physical Activity Promotion Interventions: A Systematic Literature Review Using the RE-AIM Framework
    Blackman, Kacie C. A.; Zoellner, Jamie M.; Berrey, Leanna M.; Alexander, Ramine C.; Fanning, Jason; Hill, Jennie L.; Estabrooks, Paul A. (JMIR Publications, 2013)
    Background: Mobile health (mHealth) interventions are effective in promoting physical activity (PA); however, the degree to which external validity indicators are reported is unclear. Objective: The purpose of this systematic review was to use the RE-AIM (reach, effectiveness, adoption, implementation, and maintenance) framework to determine the extent to which mHealth intervention research for promoting PA reports on factors that inform generalizability across settings and populations and to provide recommendations for investigators planning to conduct this type of research. Methods: Twenty articles reflecting 15 trials published between 2000 and 2012 were identified through a systematic review process (ie, queries of three online databases and reference lists of eligible articles) and met inclusion criteria (ie, implementation of mobile technologies, target physical activity, and provide original data). Two researchers coded each article using a validated RE-AIM data extraction tool (reach, efficacy/effectiveness, adoption, implementation, maintenance). Two members of the study team independently abstracted information from each article (inter-rater reliability >90%) and group meetings were used to gain consensus on discrepancies. Results: The majority of studies were randomized controlled trials (n=14). The average reporting across RE-AIM indicators varied by dimension (reach=53.3%, 2.67/5; effectiveness/efficacy=60.0%, 2.4/4; adoption=11.1%, 0.7/6; implementation=24.4%, 0.7/3; maintenance=0%, 0/3). While most studies described changes in the primary outcome (effectiveness), few addressed the representativeness of participants (reach) or settings (adoption) and few reported on issues related to maintenance and degree of implementation fidelity. Conclusions: This review suggests that more focus is needed on research designs that highlight and report on both internal and external validity indicators. Specific recommendations are provided to encourage future mHealth interventionists and investigators to report on representativeness, settings, delivery agents for planned interventions, the extent to which protocol is delivered as intended, and maintenance of effects at the individual or organizational level.
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    Changes in Non-Nutritive Sweetener Consumption Patterns in Response to a Sugar-Sweetened Beverage Reduction Intervention
    Acero, Darlene; Zoellner, Jamie M.; Davy, Brenda M.; Hedrick, Valisa E. (MDPI, 2020-11-08)
    Data are lacking on whether non-nutritive sweeteners (NNS) can be used as a strategy to support decreases in sugar-sweetened beverage (SSB) consumption. The purpose of this secondary analysis of a 6-month SSB-reduction intervention was to explore changes in NNS consumption patterns in Talking Health participants within the SIPsmartER (n = 101) intervention. Additionally, participant characteristics were compared for three SSB-NNS change groups (decrease SSB/increase NNS; decrease SSB/no increase in NNS; increase/no change in SSB/regardless of NNS). There was a significant increase in aspartame and total NNS intake for participants (mean daily mg increases of 37.2 ± 13.9 and 63.7 ± 18.5, respectively). With the exception of sex, no differences in participant characteristics were found between the three SSB-NNS change groups. Furthermore, no significant changes in weight or body mass index (BMI) were demonstrated between SSB-NNS change groups over time. Diet soda was the most commonly consumed source of NNS; however, other dietary sources of NNS also contributed to intake. At 6 months, intake of sucralose and saccharin were primarily from dietary sources other than diet sodas (94% and 100%, respectively). These findings suggest that NNS may be a feasible strategy to help reduce SSB consumption. This study supports the need to consistently quantify and identify NNS intake, beyond using diet soda intake as a proxy for NNS intake and grouping all NNS types into one variable, to more accurately address the potential health effects of NNS.
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    Changes in the Healthy Beverage Index in Response to an Intervention Targeting a Reduction in Sugar-Sweetened Beverage Consumption as Compared to an Intervention Targeting Improvements in Physical Activity: Results from the Talking Health Trial
    Hedrick, Valisa E.; Davy, Brenda M.; Myers, Emily A.; You, Wen; Zoellner, Jamie M. (MDPI, 2015-12-04)
    The recently developed Healthy Beverage Index (HBI) was designed to evaluate overall beverage intake quality (including total fluid consumption and beverage calories), yet no known intervention studies have assessed longitudinal changes to the HBI. The objective of this investigation was to assess changes in HBI scores in response to a sugar-sweetened beverage (SSB) reduction trial as compared to a physical activity comparison group. Participants were enrolled into a six-month, community-based, controlled behavioral trial and randomized into either a SSB reduction group (SIPsmartER) or a physical activity group (MoveMore). Correlations and multilevel mixed-effects linear regression with intention-to-treat analyses are presented. Total HBI score significantly increased for SIPsmartER (n = 149) (mean increase = 7.5 points (5.4, 9.7), p ≤ 0.001) and MoveMore (n = 143) (mean increase = 3.4 points (1.6, 5.2), p ≤ 0.001) participants, with a significant between group effect (p ≤ 0.05), over the six-month intervention. Other significant changes in HBI components for SIPsmartER included increased SSB and total beverage calorie scores, and decreased low-fat milk and diet soda scores. Changes in total HBI scores were significantly correlated with changes in total Healthy Eating Index-2010 scores (r = 0.15, p ≤ 0.01). Our findings suggest that individual HBI component scores, beyond the SSB component, are influenced by intervention strategies that primarily focus on SSB reduction.
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    Characterization of Non-Nutritive Sweetener Intake in Rural Southwest Virginian Adults Living in a Health-Disparate Region
    Hedrick, Valisa E.; Passaro, Erin M.; Davy, Brenda M.; You, Wen; Zoellner, Jamie M. (MDPI, 2017-07-01)
    Few data assessing non-nutritive sweetener (NNS) intake are available, especially within rural, health-disparate populations, where obesity and related co-morbidities are prevalent. The objective of this study is to characterize NNS intake for this population and examine the variance in demographics, cardio-metabolic outcomes, and dietary intake between NNS consumers and non-consumers. A cross-sectional sample (n = 301) of Virginian adults from a randomized controlled trial (data collected from 2012 to 2014) targeting sugar-sweetened beverage (SSB) intake completed three 24-h dietary recalls, and demographics and cardio-metabolic measures were assessed. The frequency, types, and sources of NNS consumption were identified. Thirty-three percent of participants reported consuming NNS (n = 100). Sucralose was the largest contributor of mean daily NNS intake by weight (mg), followed by aspartame, acesulfame potassium, and saccharin. NNS in tabletop sweeteners, diet tea, and diet soda were the top contributors to absolute NNS intake. The most frequently consumed NNS sources were diet sodas, juice drinks, and tabletop sweeteners. Although mean body mass index (BMI) was greater for NNS consumers, they demonstrated significantly lower food, beverage, and SSB caloric intake and energy density, and higher overall dietary quality. It remains unclear whether NNS use plays a role in exacerbating weight gain. NNS consumers in this sample may have switched from drinking predominantly SSB to drinking some NNS beverages in an effort to cope with weight gain. Future studies should explore motivations for NNS use across a variety of weight and health categories.
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    Characterization of Non-nutritive Sweetener Intake Patterns in a Sample of Rural Southwest Virginian Adults
    Passaro, Erin Marie (Virginia Tech, 2016-06-03)
    Controversy surrounds the use of artificial sweeteners (non-nutritive sweeteners [NNS]) as an effective weight-loss and/or maintenance strategy. This controversy is especially important as obesity is an epidemic in the United States. Excessive added sugar intake, primarily from sugar-sweetened beverages, has been linked to increased risk of overweight and obesity, as well as type 2 diabetes and cardiovascular disease. NNS provide minimal to no calories and thus, they have been suggested as a method to reduce added sugar intake, and consequently decrease energy intake, weight, and cardiometabolic risk. However, NNS intake has been associated with various health outcomes in observational studies and randomized controlled trials, including cancer, weight gain and loss, physiological and intestinal changes, cardiovascular disease, and diabetes. The uncertainties around the effect of NNS on health outcomes stem from a variety of limitations, one of which is inadequate dietary assessment methodology. Accuracy of dietary intake assessment methods is limited by the inability to distinguish between different types of NNS and lack of information about consumer use of NNS in a variety of beverages and foods. The purpose of this investigation is to explore NNS consumer characteristics and to characterize NNS intake in a sample of rural Southwest Virginian adults. This characterization is especially important for rural populations, as they are known to be high sugar-sweetened beverage consumers and are at an increased risk of obesity and chronic disease; thus, NNS could serve as a replacement method to facilitate cardiometabolic health. Cross-sectional data from a large randomized controlled trial, Talking Health (n=301), was utilized in this investigation to compare demographic characteristics, anthropometrics, biochemical markers, dietary quality, and dietary factors between NNS consumers and NNS non-consumers. This data was also used to characterize NNS intake (frequency, type, and source of sweetener). Of this rural sample, 33% consumed NNS, with sucralose being the most prevalent type of NNS and diet soda being the most frequently consumed source of NNS. NNS consumers had a higher BMI status than NNS non-consumers. However, NNS consumers had better overall dietary quality than NNS non-consumers. The characteristics of these NNS consumers and their intake patterns can be used to develop well-designed dietary intake assessment tools that accurately measure NNS intake, which can facilitate a better understanding of the associations of NNS with health outcomes.
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    The Comparative Validity of Interactive Multimedia Questionnaires to Paper-Administered Questionnaires for Beverage Intake and Physical Activity: Pilot Study
    Riebl, Shaun K.; Paone, Allyson C.; Hedrick, Valisa E.; Zoellner, Jamie M.; Estabrooks, Paul A.; Davy, Brenda M. (JMIR Publications, 2013-10-22)
    Background: Brief, valid, and reliable dietary and physical activity assessment tools are needed, and interactive computerized assessments (ie, those with visual cues, pictures, sounds, and voiceovers) can reduce administration and scoring burdens commonly encountered with paper-based assessments. Objective: The purpose of this pilot investigation was to evaluate the comparative validity and reliability of interactive multimedia (IMM) versions (ie, IMM-1 and IMM-2) compared to validated paper-administered (PP) versions of the beverage intake questionnaire (BEVQ-15) and Stanford Leisure-Time Activity Categorical Item (L-Cat); a secondary purpose was to evaluate results across two education attainment levels. Methods: Adults 21 years or older (n=60) were recruited to complete three laboratory sessions, separated by three to seven days in a randomly assigned sequence, with the following assessments–demographic information, two IMM and one paper-based (PP) version of the BEVQ-15 and L-Cat, health literacy, and an IMM usability survey. Results: Responses across beverage categories from the IMM-1 and PP versions (validity; r=.34-.98) and the IMM-1 and IMM-2 administrations (reliability; r=.61-.94) (all P<.001) were significantly correlated. Paired t tests revealed significant differences in sugar-sweetened beverage (SSB) grams and kcal (P=.02 and P=.01, respectively) and total beverage kcal (P=.03), on IMM-1 and IMM-2; however, comparative validity was demonstrated between IMM-2 and the PP version suggesting familiarization with the IMM tool may influence participant responses (mean differences: SSB 63 grams, SEM 87; P=.52; SSB 21 kcal, SEM 33; P=.48; total beverage 65 kcal, SEM 49; P=.19). Overall mean scores between the PP and both IMM versions of the L-Cat were different (both P<.001); however, responses on all versions were correlated (P<.001). Differences between education categories were noted at each L-Cat administration (IMM-1: P=.008; IMM-2: P=.001; PP: P=.002). Major and minor themes from user feedback suggest that the IMM questionnaires were easy to complete, and relevant to participants' typical beverage choices and physical activity habits. Conclusions: In general, less educated participants consumed more total beverage and SSB energy, and reported less engagement in physical activity. The IMM BEVQ-15 appears to be a valid and reliable measure to assess habitual beverage intake, although software familiarization may increase response accuracy. The IMM-L-Cat can be considered reliable and may have permitted respondents to more freely disclose actual physical activity levels versus the paper-administered tool. Future larger-scale investigations are warranted to confirm these possibilities.
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    Creating Healthy Schools: An Analysis of the Federal School Wellness Mandate
    Smith, Erin M. (Virginia Tech, 2013-04-11)
    Childhood obesity has become a growing problem in America; rates have tripled over the past 30 years, and more than 17 percent of America's children are classified as overweight or obese.  To combat the rise in childhood obesity, the federal government mandated in 2004 that all public school districts adopt a local school wellness policy that incorporates goals to improve the wellness environments of these public schools.  Previous research has indicated that the success of these policies is mixed; however, there has been no comprehensive research evaluating the quality of school wellness policies in Virginia, Maryland and the District of Columbia. The purpose of this research is to evaluate local wellness policies within the Mid-Atlantic region.  These evaluations include a preliminary wellness policy evaluation based on locale (rural and urban school districts), an evaluation of the strength and comprehensiveness of template-based policies versus locally developed policies, and a comprehensive evaluation of physical activity policies within Virginia, Maryland and DC.  The last study included is an evaluation of the association between physical activity policy quality and physical activity rates within selected middle schools. The results of this research show that wellness policy quality across the Mid-Atlantic region is weak and moderately comprehensive, and that the adoption process may impact the quality of a local policy.  Furthermore, physical activity policy within the region is also weak and moderately comprehensive, and the results show that school districts that have adopted stronger and more comprehensive polices may be associated with higher local physical activity rates.
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    Daily Self-Monitoring During the Winter Holiday Period: A Strategy for Holiday Weight Maintenance in Reduced-Obese Older Adults?
    Cornett, Rachel Ann (Virginia Tech, 2011-02-23)
    Weight management is problematic among Americans, as the number of overweight adults has risen to two-thirds of the population (1). Without the identification of successful approaches to promote weight stability, it is predicted that 86% of American adults will be overweight or obese by 2030 (2). Body-weight influenced diseases, such as diabetes and cardiovascular disease, are now leading causes of death (3). Annually, adult Americans are thought to increase their body weight by 0.5-0.9 kg (4). Of this gain, 52% is believed to occur during the winter holiday period of mid-late November to early January (5). Unfortunately, obesity research specific to this high-risk period is limited. Older adults and weight-reduced individuals are thought to be highly susceptible to significant holiday body weight gains (1, 6). To date, little research has investigated effective interventions that may be used to assist in successful body weight maintenance during the winter holiday period. Therefore, our purpose was to determine if daily self-monitoring of body weight, physical activity, and step counts is a feasible and effective tool to prevent weight gain in older, weight-reduced adults during the winter holiday period. This intervention represents a holiday weight maintenance approach that may be translatable to larger, more diverse populations.
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    Demographic Factors and Beverage Consumption Patterns: Health Literacy, Education, and Income Level
    Ferguson, Katherine E. (Virginia Tech, 2011-04-26)
    Over the past several decades, the prevalence of overweight and obesity has increased to 68% of American adults1. During this same time period, there has been an increase in sugar-sweetened beverage consumption. This increase in added sugar consumption, particularly from sugar-sweetened beverages, has been theorized as a possible contributor to the obesity epidemic2,3,4. Sugar-sweetened beverages are the number one source of added sugars in the American diet and organizations such as the American Heart Association have addressed this issue of added sugar consumption due to its association with negative health outcomes5. A variety of demographic factors have been linked to increased added sugar consumption6. Health literacy is another variable which may influence beverage consumption patterns, specifically sugar-sweetened beverage consumption. To date only one study has investigated this association, and the authors reported an inverse relationship between health literacy scores and sugar-sweetened beverage consumption7. Therefore, the purpose of this investigation was to determine what demographic variables serve as predictors of consumption of sugar-sweetened beverages, water, milk, and total beverage calories. This could allow for appropriate interventions to be developed targeting healthier beverage consumption patterns in specific sub-populations.
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    Developing and Testing Smartphone Game Applications for Physical Activity Promotion in Adolescents
    Allen, Kacie C. (Virginia Tech, 2013-05-14)
    Though the benefits of physical activity are numerous and well-known, very few adolescents are meeting physical activity recommendations. Moreover, past research shows that physical activity declines with increasing age with this decline beginning in adolescence. One approach to promote physical activity is through mobile technology such as a mobile phone. Since mobile phone ownership is relatively high (77%) and there is no digital divide by race/ethnicity or socioeconomic status, mobile phones may be suitable for physical activity promotion. Few studies have promoted PA using a mobile phone and those studies showed increased physical activity outcomes. However, more research is needed to explore the effectiveness of mobile phone physical activity promotion especially in more health disparate populations.  The purpose of this research was to develop and test smartphone game application for physical activity promotion in adolescents. The first study included various user-centered approaches (e.g. qualitative data, idea sessions) to get feedback on what was desired from the adolescents in terms of game development and design. The second study examined the degree to which mobile health studies reported on internal and external validity indicators. The last study evaluated the smartphone game applications through a mixed-methods approach. The results of this research showed that physical activity while playing smartphone game applications can yield moderate physical activity intensity. Moreover, adolescents had moderate perceptions of the games and recommended specific changes to the games. Likewise, the data suggest that smartphone physical activity game applications can be enjoyable if they are aesthetically appealing, easy to use, and foster social peer interactions. Overall, this research demonstrated that smartphone games that were developed and designed based on adolescents\' preferences and persuasive technology design principles could increase physical activity in adolescents and provides a tool for further exploration.
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    Development and Advancement of the Dan River Partnership for a Healthy Community (DRPHC)
    Zoellner, Jamie M.; Hill, Jennie L.; Price, Bryan; Motley, Monica; Corsi, Terri; Jones, Lillie Mai (Dan River Partnership for a Healthy Community, 2013-08)
    The DRPHC is an academic-community partnership who meets collectively to address obesity in the Dan River Region.
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    Development and feasibility testing of a theory-based intervention to reduce sugar-sweetened beverage consumption among Central Appalachian adolescents
    Lane, Hannah Grace (Virginia Tech, 2016-08-23)
    Children and adolescents consume sugar-sweetened beverages (SSBs) excessively, which is associated with childhood obesity, dental caries, and increased risk for cardiovascular disease and type 2 diabetes. Interventions spanning the socio-ecological model (i.e., intrapersonal, interpersonal, environmental, policy) have been shown to reduce SSB consumption under controlled conditions. However, not much is known about their potential to work under "real-world" conditions. This information can ensure that effective programs reach populations that could most benefit, such as children and adolescents in Central Appalachia, who consume three to four times more SSBs than their American peers. Central Appalachia is a rural, geographically isolated region where attempts to reduce SSBs are challenged by limited resources, skepticism toward health programs/providers, and pervasive cultural norms around SSBs. This dissertation describes three studies (2014-2016) that address these challenges by testing multi-level interventions that prioritize cultural acceptability and feasibility. The first study was a systematic review of child and adolescent SSB studies using the RE-AIM (reach, efficacy/effectiveness, adoption, implementation, maintenance) framework to evaluate whether studies reported elements necessary for replicability, such as resources needed for delivery or factors that might prevent participation. The review revealed that available evidence does not provide this information, and recommended that future studies prioritize evaluating and reporting these elements. The second and third studies describe methods to test implementation of Kids SIPsmartER, a theory-based program targeting various socio-ecological levels, in an Appalachian Virginia county. The second study engaged a group on local middle school youth (n=9) in adapting the program, which targeted universal theoretical constructs, to ensure that it was culturally acceptable and demonstrated potential to generate community-wide changes. The third study used a randomized controlled design to determine whether Kids SIPsmartER was feasible as a school-based program. This study tested the program's potential reduce SSBs, as well as whether it was accepted, in demand, and able to be practically implemented within schools, the most common gathering place for rural adolescents. Taken together, these studies provide the foundation for larger, more controlled studies that prioritize both efficacy and replicability, in order to reduce the disproportionate burden of SSBs and associated diseases across Central Appalachia.
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    Dietary Intake Changes in Response to a Sugar-Sweetened Beverage Reduction Trial for SNAP Participants and Nonparticipants
    Bremer, Molly Catherine (Virginia Tech, 2017-06-13)
    It is unknown if participation in the Supplemental Nutrition Assistance Program (SNAP) influences the magnitude of improvement in dietary intake in response to dietary interventions. Adults with low socioeconomic status (SES) tend to have lower overall dietary quality as compared to those with higher SES. However, low SES adults are more likely to receive benefits from SNAP, which gives nutrition assistance to millions of eligible Americans. The objective of this investigation is to examine differences in dietary intake between 1) SNAP participants, 2) those eligible for SNAP but not receiving (nonparticipants), and 3) those ineligible for SNAP, in response to an intervention targeting a reduction in sugar-sweetened beverage (SSB) consumption. Adult participants (n=146) from Southwest Virginia were enrolled in a 6-month, community-based trial, SIPsmartER. Participants provided SNAP enrollment status and 3 24-hour dietary recalls at baseline and 6-months. Dietary variables (SSB, macronutrients, etc.) and dietary quality data (Healthy Eating Index [HEI-2010]) were derived from nutritional analysis software (NDS-R 2011). Statistical analyses included descriptives and repeated-measures ANOVA. Although SNAP participation and eligibility status did not impact the overall effectiveness of this dietary intervention, the within group data suggests that those eligible for SNAP but not participating (n=30) may be at a disadvantage to improving their dietary intake as compared to those at a similar household income who receive SNAP benefits (n=56) or ineligible individuals at a higher income level (n=60). Future research is needed to explore if participant's ability to maintain long-term adherence to the dietary changes differs between groups.
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    Disparities in obesity among rural and urban residents in a health disparate region
    Hill, Jennie L.; You, Wen; Zoellner, Jamie M. (2014-10-08)
    Background The burden of obesity and obesity-related conditions is not borne equally and disparities in prevalence are well documented for low-income, minority and rural adults in the United States. The current literature on rural versus urban disparities is largely derived from national surveillance data which may not reflect regional nuances. There is little practical research that supports the reality of local service providers such as county health departments that may serve both urban and rural residents in a given area. Conducted through a community-academic partnership, the primary aim of this study is to quantify the current levels of obesity (BMI), fruit and vegetable (FV) intake and physical activity (PA) in a predominately rural health disparate region. Secondary aims are to determine if a gradient exists within the region in which rural residents have poorer outcomes on these indicators compared to urban residents. Methods Conducted as part of a larger ongoing community-based participatory research (CBPR) initiative, data were gathered through a random digit dial telephone survey using previously validated measures (n = 784). Linear, logistic and quantile regression models are used to determine if residency (i.e. rural, urban) predicts outcomes of FV intake, PA and BMI. Results The majority (72%) of respondents were overweight (BMI = 29 ± 6-kg/m2), with 29% being obese. Only 9% of residents met recommendations for FV intake and 38% met recommendations for PA. Statistically significant gradients between urban and rural and race exist at the upper end of the BMI distribution. In other words, the severity of obesity is worse among black compared to white and for urban residents compared to rural residents. Conclusions These results will be used by the community-academic partnership to guide the development of culturally relevant and sustainable interventions to increase PA, increase FV intake and reduce obesity within this health disparate region. In particular, local stakeholders may wish to address disparities in BMI by allocating resources to the vulnerable groups identified.
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    Does Adoption of the Healthy Eating Standards Impact Snack Quality in Local After-School Programs?
    Esmond, Abigail Christine (Virginia Tech, 2016-01-19)
    Background: Childhood obesity is a pressing public health concern; the prevalence of childhood obesity is 15.5% in Virginia. About 15% of Virginia's K-12 population participates in after-school programs (ASPs), identified as appropriate venues in which to promote healthy eating. In 2011, the National Afterschool Association (NAA) adopted the evidence-based Healthy Eating and Physical Activity Quality Standards (HEPAQS) to address snack quality and physical activity in ASPs. Although research has indicated promise in implementation of such policies in after-school programs, a need for assessment of effectiveness still exists. Are the quality standards being implemented effective in increasing positive nutritional habits among children in ASPs? In 2014, Danville Parks and Recreation (PandR), a key partner in the Dan River Partnership for a Healthy Community (DRPHC), adopted the HEPAQS policies to improve the nutrition and physical activity of attending students. Objective: The primary purpose of this study was to determine the effectiveness of the adopted HEPAQS Healthy Eating standards by comparing the quality of snacks served at the ASP sites before and after the HEPAQS policies were implemented. A secondary purpose of this study was to describe the quality of snacks among both policy-adoption and comparison sites. The tertiary purpose of this study was to compare the quality of program versus non-program snacks in the ASPs. Methods: To meet the objective, a natural experiment followed a pre-post evaluation design to determine the impact of adoption of the Healthy Eating standards at three policy-adoption ASPs. Applying an interrupted time series design, a total of 531 children's snack observations were performed across all sites during a five-week pre-policy adoption data collection period and 412 total snack observations were performed during a six-week post-policy data collection period. Direct observation methods including a modified quarter-waste method for dietary observations and the HAAND tool were conducted by trained research staff to collect snack quantity, type, brand, and amount consumed. Observational data was entered into statistical software for hypothesis testing. Data were also analyzed using Nutrition Data System for Research (NDSR) software to determine the mean servings, fluid ounces, or grams of each nutrient specified in the adopted Healthy Eating standards. Results: Adoption of the Healthy Eating standards among the three policy-adoption sites did not result in better snack quality based on adherence to the Healthy Eating standards. Policy-adoption sites were only meeting four of the nine adopted Healthy Eating standards post-policy, almost all of which were also being met pre-policy: serving foods without trans-fats, serving no sugar-sweetened beverages (SSBs), limiting fruit juice to one 8 oz. serving, and avoiding artificially sweetened beverages. By post-policy data collection, policy-adoption sites were not meeting five of the nine adopted standards: weekly serving a fruit or vegetable, offering water at all times, serving no candy or sugar-based snacks, emphasizing whole grains, and serving no snack chips. Although no significant changes were expected among comparison sites, they saw a significant increase in 100% fruit juice consumption and a decrease in grams of trans-fat from pre- to post-policy data collection. Across all five sites, program snacks were generally healthier than non-program snacks, as program snacks contained less SSBs, sweets, and snack chips. Conclusion: Adoption of the Healthy Eating standards among the three policy-adoption sites did not result in better snack quality. Pursuing additional HEPAQS regarding implementation, staff training, and social and program support may be necessary to impact snack quality. ASPs may improve non-program snack quality by addressing HEPAQS for vending machines and guidelines provided to parents regarding non-program snacks. The PandR partners of the Dan River Partnership for a Healthy Community should continue to seek support as they implement the Healthy Eating standards in their ASPs.
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    Does availability of physical activity and food outlets differ by race and income? Findings from an enumeration study in a health disparate region
    Hill, Jennie L.; Chau, Clarice; Luebbering, Candice R.; Kolivras, Korine N.; Zoellner, Jamie M. (2012-09-06)
    Background Low-income, ethnic/racial minorities and rural populations are at increased risk for obesity and related chronic health conditions when compared to white, urban and higher-socio-economic status (SES) peers. Recent systematic reviews highlight the influence of the built environment on obesity, yet very few of these studies consider rural areas or populations. Utilizing a CBPR process, this study advances community-driven causal models to address obesity by exploring the difference in resources for physical activity and food outlets by block group race and income in a small regional city that anchors a rural health disparate region. To guide this inquiry we hypothesized that lower income and racially diverse block groups would have fewer food outlets, including fewer grocery stores and fewer physical activity outlets. We further hypothesized that walkability, as defined by a computed walkability index, would be lower in the lower income block groups. Methods Using census data and GIS, base maps of the region were created and block groups categorized by income and race. All food outlets and physical activity resources were enumerated and geocoded and a walkability index computed. Analyses included one-way MANOVA and spatial autocorrelation. Results In total, 49 stores, 160 restaurants and 79 physical activity outlets were enumerated. There were no differences in the number of outlets by block group income or race. Further, spatial analyses suggest that the distribution of outlets is dispersed across all block groups. Conclusions Under the larger CPBR process, this enumeration study advances the causal models set forth by the community members to address obesity by providing an overview of the food and physical activity environment in this region. This data reflects the food and physical activity resources available to residents in the region and will aid many of the community-academic partners as they pursue intervention strategies targeting obesity.
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    Effectiveness of a Worksite-Based Weight Loss Randomized Controlled Trial: The Worksite Study
    Almeida, Fabio A.; You, Wen; Harden, Samantha M.; Blackman, Kacie C. A.; Davy, Brenda M.; Glasgow, Russell E.; Hill, Jennie L.; Linnan, Laura A.; Wall, Sarah S.; Yenerall, Jackie; Zoellner, Jamie M.; Estabrooks, Paul A. (Wiley-Blackwell, 2015-04-01)
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    Effects of a behavioral and health literacy intervention to reduce sugar-sweetened beverages: a randomized-controlled trial
    Zoellner, Jamie M.; Hedrick, Valisa E.; You, Wen; Chen, Yi-Chun Yvonnes; Davy, Brenda M.; Porter, Kathleen J.; Bailey, Angela; Lane, Hannah; Alexander, Ramine C.; Estabrooks, Paul A. (Biomed Central, 2016-03-22)
    Background: Despite excessive consumption of sugar-sweetened beverages (SSB), little is known about behavioral interventions to reduce SSB intake among adults, particularly in medically-underserved rural communities. This type 1 effectiveness-implementation hybrid RCT, conducted in 2012–2014, applied the RE-AIM framework and was designed to assess the effectiveness of a behavioral intervention targeting SSB consumption (SIPsmartER) when compared to an intervention targeting physical activity (MoveMore) and to determine if health literacy influenced retention, engagement or outcomes. Methods: Guided by the Theory of Planned Behavior and health literacy strategies, the 6 month multi-component intervention for both conditions included three small-group classes, one live teach-back call, and 11 interactive voice response calls. Validated measures were used to assess SSB consumption (primary outcome) and all secondary outcomes including physical activity behaviors, theory-based constructs, quality of life, media literacy, anthropometric, and biological outcomes. Results: Targeting a medically-underserved rural region in southwest Virginia, 1056 adult participants were screened, 620 (59 %) eligible, 301 (49 %) enrolled and randomized, and 296 included in these 2015 analyses. Participants were 93 % Caucasian, 81 % female, 31 % ≤ high-school educated, 43 % < $14,999 household income, and 33 % low health literate. Retention rates (74 %) and program engagement was not statistically different between conditions. Compared to MoveMore, SIPsmartER participants significantly decreased SSB kcals and BMI at 6 months. SIPsmartER participants significantly decreased SSB intake by 227 (95 % CI = −326,−127, p < 0.001) kcals/day from baseline to 6 months when compared to the decrease of 53 (95 % CI = −88,−17, p < 0.01) kcals/day among MoveMore participants (p < 0.001). SIPsmartER participants decreased BMI by 0.21 (95 % CI = −0.35,−0.06; p < 0.01) kg/m2 from baseline to 6 months when compared to the non-significant 0.10 (95 % CI = −0.23, 0.43; NS) kg/m2 gain among MoveMore participants (p <0.05). Significant 0–6 month effects were observed for about half of the theory-based constructs, but for no biological outcomes. Health literacy status did not influence retention rates, engagement or outcomes. Conclusions: SIPsmartER is an effective intervention to decrease SSB consumption among adults and is promising for translation into practice settings. SIPsmartER also yielded small, yet significant, improvements in BMI. By using health literacy-focused strategies, the intervention was robust in achieving reductions for participants of varying health literacy status.