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1.  Expanding occupational sun safety to an outdoor recreation industry: a translational study of the Go Sun Smart program 
A successful occupational sun-protection program was translated to 67 ski areas where the effectiveness of two dissemination strategies was assessed. An industry professional association distributed materials to the resorts. Half of the resorts received the basic dissemination strategy (BDS) in which the materials were simply distributed to the resorts. In a randomized trial, the BDS was compared with an enhanced dissemination strategy (EDS) that added interpersonal contact with managers. Employees (n=2,228) at worksites that received the EDS had elevated program exposure (74.0% at EDS vs. 57.5% at BDS recalled a message). Exposure increased at two levels of program use: from less than four (55% exposed) to four to eight (68%) and to nine or more (82%) program items in use. More employees exposed to messages engaged in sun-safety behaviors than those unexposed. At worksites using nine or more items (versus 4–8 or <4), employees engaged in additional sun-safety behaviors. Program effects were strongly mediated by increased self-efficacy. Partnerships with industry associations facilitate dissemination of evidence-based programs. Dissemination methods are needed to maximize implementation and exposure to reduce health risk behaviors.
doi:10.1007/s13142-011-0101-8
PMCID: PMC3480017  PMID: 23105954
Sun safety; Translational research; Health communication campaign; Skin cancer prevention; Diffusion of innovation; Occupational health
2.  A Comparison of Two Native American Navigator Formats: Face-to-Face and Telephone 
The study was designed to test the relative effectiveness of a Navigator intervention delivered face-to-face or by telephone to urban Native American women. The effectiveness of the intervention was evaluated using a design that included a pretest, random assignment to face-to-face or telephone group, and posttest. The Social Cognitive Theory-based intervention was a tailored education program developed to address individual risk factors for breast cancer. At posttest, self-reported mammograms in the past year increased from 29% to 41.3% in the telephone group and from 34.4%: to 45.2% in the face-to-face group. There was no difference in change from pretest to posttest between the telephone and face-to-face groups. Navigators can be effective in increasing adherence to recommendations for screening mammography among urban American Indian women.
PMCID: PMC3544403  PMID: 16327748
3.  Breast Screening Navigator Programs within Three Settings that Assist Underserved Women 
Medically underserved women in the Greater Denver Metropolitan Area had low rates of routine repeat mammograms in the latter 1990s. “Increasing Mammography Adherence among Medically Underserved Women” was designed to increase annual rescreening among medically underserved populations living in this area. Four community-based organizations collaborated to implement this 5-year study. A culturally modified navigator model including both face-to-face and telephone formats was used to facilitate mammography for African Americans, Latinas, Native Americans, and poor White women who had not been rescreened in more than 18 months. The navigator-implemented intervention was statistically significant at the 0.05 level for increasing rescreening.
doi:10.1007/s13187-010-0071-4
PMCID: PMC3544404  PMID: 20300914
Navigators; Community-based participatory research; Breast cancer; Medically underserved; Screening; Early detection; Intervention; American Indians; Latinas; Poor White women; African-American women
4.  A Comparison of Quality of Life Between Native and Non-Native Cancer Survivors 
This paper compares quality of life (QOL) outcomes between Native American and non-Native cancer survivors. Native Patient Navigators helped Native cancer patients complete a 114-item QOL survey and access survivorship information available on the NACES website. The survey was modified from Ferrell et. al’s QOL measure and assessed the four domains of cancer survivorship: physical, psychological, social, and spiritual [1]. Findings from Native survivors were compared to Ferrell’s findings. This is the first time that QOL outcomes have been compared between Native and Non-Native cancer survivors. Natives scored lower for physical and social QOL, the same for psychological QOL, and higher for spiritual QOL in comparison to non-Natives. Overall QOL scores were the same. Although this is the largest sample of Native cancer survivors reported in peer-reviewed manuscripts, these Native survivorship data are based on a self-selected group and it is unknown if the findings are generalizable to others.
doi:10.1007/s13187-012-0318-3
PMCID: PMC3544405  PMID: 22302431
American Indian; Native American; Cancer; Survivors; Psychosocial; Quality of life
5.  Compliance with Sunscreen Advice in a Survey of Adults Engaged in Outdoor Winter Recreation at High Elevation Ski Areas 
Background
Adults are advised to wear sunscreen with a sun protection factor of 15+, apply it up to 30 minutes prior to sun exposure, and reapply it after two hours to reduce exposure to ultraviolet (UV) radiation in sunlight for the prevention of skin cancer.
Objective
This study investigated the extent to which adults comply with sunscreen advice.
Methods
A survey was conducted with 4,837 adult skiers and snowboarders at 28 high-altitude ski areas in Western North America in January – April 2001-02. Respondents self reported use of sunscreen, its SPF, time of first application, and reapplication.
Results
Only 4.4% (95% CI=±0.6) of adults were in full compliance with all sunscreen advice. Half (49.8% [95% CI=±1.4]) complied with SPF 15+ advice. Of those wearing sunscreen, 73.2% (95% CI=±1.8) applied the sunscreen 30 minutes before beginning skiing/snowboarding, but only 20.4% (95% CI=±2.0) complied with advice to reapply it after 2 hours. Total compliance was lowest during inclement weather, on low-UV days, by males, and among respondents who believed skin cancer was unimportant and with low sun sensitive skin. It was positively associated with wearing lip balm and hats with a brim.
Limitations
The sample was predominantly male and of high socio-economic status; the results apply most to winter recreation when UV radiation levels are low, and sunscreen use was assessed by self-report.
Conclusion
While the recommendation to use SPF 15+ sunscreen has reached many adults, the reapplication advice is heeded by few adults and needs to be highlighted in future sun safety promotions.
doi:10.1016/j.jaad.2010.11.044
PMCID: PMC3193866  PMID: 21742410
sunscreen; sunscreen reapplication; adults; outdoor recreation; sun protection; ultraviolet radiation
6.  Disparities in Underserved White Populations: The Case of Cancer-Related Disparities in Appalachia 
The Oncologist  2011;16(8):1072-1081.
Cancer-related disparities in the Appalachian region of the U.S. are described as an example of the disparities experienced by underserved predominantly white, rural populations. Appalachia Community Cancer Network activities designed to intervene on these disparities are presented.
There are meaningful cancer-related disparities in the Appalachian region of the U.S. To address these disparities, the Appalachia Community Cancer Network (ACCN), a collaboration of investigators and community partners in five states (Kentucky, Ohio, Pennsylvania, Virginia, and West Virginia), is involved in increasing cancer education and awareness, conducting community-based participatory research (CBPR), and creating mentorship and training opportunities. The primary objective of this paper is to describe cancer-related disparities in the Appalachian region of the U.S. as an example of the disparities experienced by underserved, predominantly white, rural populations, and to describe ACCN activities designed to intervene regarding these disparities. An ACCN overview/history and the diverse activities of ACCN-participating states are presented in an effort to suggest potential useful strategies for working to reduce health-related disparities in underserved white populations. Strengths that have emerged from the ACCN approach (e.g., innovative collaborations, long-standing established networks) and remaining challenges (e.g., difficulties with continually changing communities, scarce resources) are described. Important recommendations that have emerged from the ACCN are also presented, including the value of allowing communities to lead CBPR efforts. Characteristics of the community-based work of the ACCN provide a framework for reducing health-related disparities in Appalachia and in other underserved white and rural populations.
doi:10.1634/theoncologist.2011-0145
PMCID: PMC3228155  PMID: 21873582
Disparities; Appalachia; Cancer
7.  How do Rural Health Care Providers and Patients View Barriers to Colorectal Cancer Screening? Insights from Appalachian Kentucky 
Synopsis
This paper reports findings from a qualitative study that explored the attitudes and beliefs concerning colorectal cancer screening (CRC) among patients and health care providers in Appalachian Kentucky. We report results from five focus groups; three with primary care providers and two with patients. Providers discussed patient characteristics, financial issues and health care delivery system factors as challenges to screening. Participants reported fear, embarrassment, financial issues, lack of perceived need, qualities of the test, lack of provider recommendation, and health care delivery barriers. Although there were some areas of agreement, there are marked differences between the perceptions of Appalachian health care providers and participants regarding colorectal cancer screening. This paper compares and contrasts those perceptions and provides suggestions for culturally competent practice and culturally relevant research to improve CRC screening in this vulnerable population.
doi:10.1016/j.cnur.2011.02.001
PMCID: PMC3086300  PMID: 21501729
Appalachian Kentucky; colorectal cancer; colonoscopy; rural
8.  Environmental Cues to Ultraviolet Radiation and Personal Sun Protection In Outdoor Winter Recreation 
Archives of Dermatology  2010;146(11):1241-1247.
Objective
The prevalence of ultraviolet radiation (UV) at North American ski resorts was predicted using temporal, seasonal, altitudinal, and meteorological factors and associated with a set of adult sun protection behaviors.
Design
UV observations and cross-sectional survey of adults on sun protection were collected.
Setting
Data were collected at 32 high-altitude ski areas located in Western North America in 2001–03.
Participants
The sample consisted of 3,937 adult skier or snowboarders.
Main Outcome Measures
Measurements of direct, reflected, and diffuse UV were performed at 487 measurement points using handheld meters and combined with self-reported and observed sun protection assessed for adults interviewed on chair lifts.
Results
The strongest predictors of UV were temporal proximity to noon, deviation from winter solstice, and clear skies. By contrast, altitude and latitude had more modest associations with UV and temperature had a small positive relationship with UV. Guest sun safety was inconsistently associated with UV: UV was positively related to adults wearing more sunscreen, reapplying it after two hours, and wearing protective eyewear but fewer adults exhibited many of the other sun protection behaviors, such as hats, protective clothing or lip balm, on days when UV was elevated. Guests took more sun safety precautions on clear-sky days but took steps to maintain body warmth on inclement days.
Conclusions
In future sun safety promotions, adults should be encouraged to wear sunscreen on cloudy days because UV is still high and conditions can change rapidly. They need reminders to rely more on season and time of day when judging UV and the need for sun safety.
doi:10.1001/archdermatol.2010.327
PMCID: PMC3364536  PMID: 21079060
9.  A Pilot Study for Using Fecal Immunochemical Testing to Increase Colorectal Cancer Screening in Appalachia, 2008-2009 
Introduction
The Appalachian region of the United States has disproportionately high colorectal cancer (CRC) death rates and low screening rates. The purpose of this pilot study was to assess acceptability of a take-home fecal immunochemical test (FIT) and the effect of follow-up telephone counseling for increasing CRC screening in rural Appalachia.
Methods
We used a prospective, single-group, multiple-site design, with centralized laboratory reports of screening adherence and baseline and 3-month questionnaires. Successive patients, aged 50 or older, at average CRC risk and due for screening were enrolled during a routine visit to 3 primary care practices in rural Appalachian Pennsylvania and received a free take-home FIT and educational brochure. Those who had not returned the test 2 weeks later were referred for telephone counseling.
Results
Of 232 patients approached, 200 (86.2%) agreed to participate. Of these, 145 (72.5%) completed the FIT as recommended (adherent) and 55 (27.5%) were referred for telephone counseling (nonadherent), of whom 23 (41.8%) became adherent after 1 to 2 counseling sessions, an 11.5 percentage-point increase in screening after telephone counseling and 84% FIT adherence overall. Lack of CRC-related knowledge and perceived CRC risk were the screening barriers most highly associated with nonadherence. Although not statistically significant, the rate of conversion to screening adherence was higher among participants who received telephone counseling compared to an answering machine reminder.
Conclusion
If confirmed in future randomized trials, provider-recommended take-home FIT and follow-up telephone counseling may be methods to increase CRC screening in Appalachia.
PMCID: PMC3392085  PMID: 22482136
10.  Perspectives on Pap Test Follow Up Care Among Rural Appalachian Women 
Women & health  2010;50(6):580-597.
Approximately one to three quarters of women notified of abnormal Pap test results do not receive appropriate follow up care, dramatically elevating their risk for invasive cervical cancer (ICC). We explored barriers to/facilitators of follow up care for women in two counties in Appalachian Kentucky, where ICC incidence and mortality are significantly higher than the national average. In-depth interviews were conducted among 27 Appalachian women and seven local health department personnel. Those who had been told of an atypical Pap test result tended to have one of three reactions; (1) not alarmed and generally did not obtain follow-up care; (2) alarmed and obtained follow up care; or (3) alarmed, but did not obtain care. Each of these typologies appeared to be shaped by a differing set of three categories of influences: personal factors; procedure/provider/system factors; and ecological/community factors. Recommendations to increase appropriate follow up care included pursuing research on explanations for these typologies and developing tailored interventions specific to women in each of the response types.
doi:10.1080/03630242.2010.516702
PMCID: PMC2967444  PMID: 20981638
abnormal findings; cancer screenings; cancer of the cervix; public health; health services
11.  Cervical Cancer Prevention: New Tools and Old Barriers 
Cancer  2010;116(11):2531-2542.
Cervical cancer is the second most common female tumor worldwide and its incidence is disproportionately high (>80%) in the developing world. In the U.S., where Pap tests have reduced the annual incidence to approximately 11,000 cervical cancers, more than 60% of cases occur in medically-underserved populations as part of a complex of diseases linked to poverty, race/ethnicity, and/or health disparities. Because carcinogenic human papillomavirus (HPV) infections cause virtually all cervical cancer, two new approaches for cervical cancer prevention have emerged: 1) HPV vaccination to prevent infections in younger women (≤18 years old) and 2) carcinogenic HPV detection in older women (≥30 years old). Together, HPV vaccination and testing, if used in an age-appropriate manner, have the potential to transform cervical cancer prevention particularly among underserved populations. Yet significant barriers of access, acceptability, and adoption to any cervical cancer prevention strategy remain. Without understanding and addressing these obstacles, these promising new tools for cervical cancer prevention may be futile. We share our experiences in the delivery of cervical cancer prevention strategies to U.S. populations experiencing high cervical cancer burden: African-American women in South Carolina, Alabama, Mississippi; Haitian immigrant women in Miami; Hispanic women in the U.S.-Mexico Border; Sioux/Native American women in the Northern Plains; white women in the Appalachia; and Vietnamese-American women in Pennsylvania and New Jersey. Our goal is to inform future research and outreach efforts to reduce the burden of cervical cancer in underserved populations.
doi:10.1002/cncr.25065
PMCID: PMC2876205  PMID: 20310056
12.  Academic detailing to increase colorectal cancer screening by primary care practices in Appalachian Pennsylvania 
Background
In the United States, colorectal cancer (CRC) is the third most frequently diagnosed cancer and second leading cause of cancer death. Screening is a primary method to prevent CRC, yet screening remains low in the U.S. and particularly in Appalachian Pennsylvania, a largely rural area with high rates of poverty, limited health care access, and increased CRC incidence and mortality rates. Receiving a physician recommendation for CRC screening is a primary predictor for patient adherence with screening guidelines. One strategy to disseminate practice-oriented interventions is academic detailing (AD), a method that transfers knowledge or methods to physicians, nurses or office staff through the visit(s) of a trained educator. The objective of this study was to determine acceptability and feasibility of AD among primary care practices in rural Appalachian Pennsylvania to increase CRC screening.
Methods
A multi-site, practice-based, intervention study with pre- and 6-month post-intervention review of randomly selected medical records, pre- and post-intervention surveys, as well as a post-intervention key informant interview was conducted. The primary outcome was the proportion of patients current with CRC screening recommendations and having received a CRC screening within the past year. Four practices received three separate AD visits to review four different learning modules.
Results
We reviewed 323 records pre-intervention and 301 post-intervention. The prevalence of being current with screening recommendation was 56% in the pre-intervention, and 60% in the post-intervention (p = 0. 29), while the prevalence of having been screened in the past year increased from 17% to 35% (p < 0.001). Colonoscopies were the most frequently performed screening test. Provider knowledge was improved and AD was reported to be an acceptable intervention for CRC performance improvement by the practices.
Conclusions
AD appears to be acceptable and feasible for primary care providers in rural Appalachia. A ceiling effect for CRC screening may have been a factor in no change in overall screening rates. While the study was not designed to test the efficacy of AD on CRC screening rates, our evidence suggests that AD is acceptable and may be efficacious in increasing recent CRC screening rates in Appalachian practices which could be tested through a randomized controlled study.
doi:10.1186/1472-6963-11-112
PMCID: PMC3128846  PMID: 21600059
13.  Intraclass Correlation Estimates for Cancer Screening Outcomes: Estimates and Applications in the Design of Group-Randomized Cancer Screening Studies 
Background
Screening has become one of our best tools for early detection and prevention of cancer. The group-randomized trial is the most rigorous experimental design for evaluating multilevel interventions. However, identifying the proper sample size for a group-randomized trial requires reliable estimates of intraclass correlation (ICC) for screening outcomes, which are not available to researchers. We present crude and adjusted ICC estimates for cancer screening outcomes for various levels of aggregation (physician, clinic, and county) and provide an example of how these ICC estimates may be used in the design of a future trial.
Methods
Investigators working in the area of cancer screening were contacted and asked to provide crude and adjusted ICC estimates using the analysis of variance method estimator.
Results
Of the 29 investigators identified, estimates were obtained from 10 investigators who had relevant data. ICC estimates were calculated from 13 different studies, with more than half of the studies collecting information on colorectal screening. In the majority of cases, ICC estimates could be adjusted for age, education, and other demographic characteristics, leading to a reduction in the ICC. ICC estimates varied considerably by cancer site and level of aggregation of the groups.
Conclusions
Previously, only two articles had published ICCs for cancer screening outcomes. We have complied more than 130 crude and adjusted ICC estimates covering breast, cervical, colon, and prostate screening and have detailed them by level of aggregation, screening measure, and study characteristics. We have also demonstrated their use in planning a future trial and the need for the evaluation of the proposed interval estimator for binary outcomes under conditions typically seen in GRTs.
doi:10.1093/jncimonographs/lgq011
PMCID: PMC2924625  PMID: 20386058
15.  Predictors of Cervical Cancer Screening for Rarely or Never Screened Rural Appalachian Women 
Background and Purpose
Women who have not had a Papanicolaou test in five years or more have increased risk of developing invasive cervical cancer. This study compares Appalachian women whose last screening was more than one year ago but less than five years ago with those not screened for the previous five years or more.
Methods
Using PRECEDE/PROCEED as a guide, factors related to obtaining Pap tests were examined using cross-sectional data from 345 Appalachian Kentucky women. Bivariate and multivariate analyses were conducted to identify predictors of screening.
Results
Thirty-four percent of participants were rarely- or never-screened. In multiple logistic regression analyses, several factors increased those odds, including belief that cervical cancer has symptoms, and not having a regular source of medical care.
Conclusion
The findings from this study may lead to the development of effective intervention and policies that increase cervical cancer screening in this population.
doi:10.1353/hpu.2011.0021
PMCID: PMC3041591  PMID: 21317514
Cervical cancer screening; Appalachian women; access; predictors
16.  Appalachian Women’s Perceptions of Their Community’s Health Threats 
Context
Decades of behavioral research suggest that awareness of health threats is a necessary precursor to engage in health promotion and disease prevention, findings that can be extended to the community level.
Purpose
We sought to better understand local perspectives on the main health concerns of rural Appalachian communities in order to identify the key health priorities. While Kentucky Appalachian communities are often described as suffering from substandard health, resource, and socioeconomic indicators, strong traditions of community mobilization make possible positive, home-grown change.
Methods
To assess what women, the key health gatekeepers, perceive as the most significant health threats to their rural communities, 10 focus groups were held with 52 Appalachian women from diverse socioeconomic backgrounds. Tape-recorded narratives were content analyzed and a codebook was developed. Measures designed to increase data trustworthiness included member checks, negative case evidence, and multiple coding.
Findings
The following rank-ordered conditions emerged as posing the greatest threat to the health of rural Appalachian communities: (1) drug abuse/medication dependence; (2) cancer; (3) heart disease and diabetes (tied); (4) smoking; (5) poor diet/overweight; (6) lack of exercise; and (7) communicable diseases. These health threats were described as specific to the local environment, deriving from broad ecological problems and were connected to one another.
Conclusion
Drawing on participants’ community-relevant suggestions, we suggest ways in which rural communities may begin to confront these health concerns. These suggestions range from modest, individual-level changes to broader structural-level recommendations.
doi:10.1111/j.1748-0361.2008.00140.x
PMCID: PMC3025859  PMID: 18257874
17.  Intraclass Correlation Estimates for Cancer Screening Outcomes: Estimates and Applications in the Design of Group-Randomized Cancer Screening Studies 
Background
Screening has become one of our best tools for early detection and prevention of cancer. The group-randomized trial is the most rigorous experimental design for evaluating multilevel interventions. However, identifying the proper sample size for a group-randomized trial requires reliable estimates of intraclass correlation (ICC) for screening outcomes, which are not available to researchers. We present crude and adjusted ICC estimates for cancer screening outcomes for various levels of aggregation (physician, clinic, and county) and provide an example of how these ICC estimates may be used in the design of a future trial.
Methods
Investigators working in the area of cancer screening were contacted and asked to provide crude and adjusted ICC estimates using the analysis of variance method estimator.
Results
Of the 29 investigators identified, estimates were obtained from 10 investigators who had relevant data. ICC estimates were calculated from 13 different studies, with more than half of the studies collecting information on colorectal screening. In the majority of cases, ICC estimates could be adjusted for age, education, and other demographic characteristics, leading to a reduction in the ICC. ICC estimates varied considerably by cancer site and level of aggregation of the groups.
Conclusions
Previously, only two articles had published ICCs for cancer screening outcomes. We have complied more than 130 crude and adjusted ICC estimates covering breast, cervical, colon, and prostate screening and have detailed them by level of aggregation, screening measure, and study characteristics. We have also demonstrated their use in planning a future trial and the need for the evaluation of the proposed interval estimator for binary outcomes under conditions typically seen in GRTs.
doi:10.1093/jncimonographs/lgq011
PMCID: PMC2924625  PMID: 20386058
18.  Faith Moves Mountains: An Appalachian Cervical Cancer Prevention Program 
Objective
To provide a conceptual description of Faith Moves Mountains (FMM), an intervention designed to reduce the disproportionate burden of cervical cancer among Appalachian women.
Methods
FMM, a community-based participatory research program designed and implemented in collaboration with churches in rural, southeastern Kentucky, aims to increase cervical cancer screening (Pap tests) through a multiphase process of educational programming and lay health counseling.
Results
We provide a conceptual overview to key elements of the intervention, including programmatic development, theoretical basis, intervention approach and implementation, and evaluation procedures.
Conclusions
After numerous modifications, FMM has recruited and retained over 400 women, 30 churches, and has become a change agent in the community.
PMCID: PMC2748815  PMID: 19320612
cervical cancer; rural; interventions; Appalachia
19.  Testing a Theory-Based Health Communication Program: A Replication of Go Sun Smart in Outdoor Winter Recreation 
Journal of health communication  2009;14(4):346-365.
The epidemic of preventable skin cancer in the United States creates an urgent need for health communication campaigns to improve sun protection. Go Sun Smart (GSS), a theory-driven multichannel health communication campaign showed positive effects on sun safety behaviors of employees and guests in a randomized trial at high-altitude ski areas. In this article we report findings from the North American GSS campaign for guests at ski areas that comprosed the original control-group resorts, replicating the results of the original guest intervention. Results showed that after GSS was deployed, guests at the original control group ski areas increased sun protection and reported greater recall of sun safety messages. Conversely, GSS had no effect on sunburning attitudes or self-efficacy beliefs. Like the original GSS guest intervention, the present study found that greater exposure to GSS messages was associated with greater use of sunscreen, sunscreen lip balm, and face covering, but not gloves or overall sun protection. There was no evidence that GSS decreased sunburning or attitudes and self-efficacy beliefs regarding sun safety.
doi:10.1080/10810730902873117
PMCID: PMC2925541  PMID: 19466647
20.  Access to Mammography Facilities and Detection of Breast Cancer by Screening Mammography: A GIS Approach 
Objectives:
The objective of the study was to examine the association between access to mammography facilities and utilization of screening mammography in an urban population.
Methods:
Data on female breast cancer cases were obtained from an extensive mammography surveillance project. Distance to mammography facilities was measured by using GIS, which was followed by measuring geographical access to mammography facilities using Floating Catchment Area (FCA) method (considering all available facilities within an arbitrary radius from the woman's residence by using Arc GIS 9.0 software).
Results:
Of 2,024 women, 91.4% were Caucasian; age ranged from 25 to 98 years; most (95%) were non-Hispanic in origin. Logistic regression found age, family history, hormone replacement therapy, physician recommendation, and breast cancer stage at diagnosis to be significant predictors of having had a previous mammogram. Women having higher access to mammography facilities were less likely to have had a previous mammogram compared to women who had low access, considering all the facilities within 10 miles (OR=0.41, CI=0.22-0.76), 30 miles (OR=0.52, CI=0.29-0.91) and 40 miles (OR=0.51, CI=0.28-0.92) radiuses.
Conclusions:
Physical distance to mammography facilities does not necessarily predict utilization of mammogram and greater access does not assure greater utilizations, due to constraints imposed by socio economic and cultural barriers. Future studies should focus on measuring access to mammography facilities capturing a broader dimension of access considering qualitative aspect of facilities, as well as other travel impedances.
PMCID: PMC2902003  PMID: 20628557
Mammography; GIS; access; distance; breast cancer
21.  Testing the risk compensation hypothesis for safety helmets in alpine skiing and snowboarding 
Injury Prevention  2007;13(3):173-177.
Objective
The prevalence of helmet use by alpine skiers and snowboarders was estimated and self‐reports on risk taking were assessed to test for potential risk compensation when using helmets in these sports.
Setting
Skiers and snowboarders were observed and interviewed at 34 resorts in the western United States and Canada.
Subjects
Respondents were 1779 adult skiers and snowboarders in the 2003 ski season.
Outcome measures
Observations of helmet use and questions about perceived speed and degree of challenge when not wearing a helmet (helmet wearers) or in previous ski seasons (non‐helmet wearers).
Results
Helmet wearers reported that they skied/snowboarded at slower speeds (OR = 0.64, p<0.05) and challenged themselves less (OR = 0.76, p<0.05) than non‐helmet wearers. Adoption of safety helmets in 2003 (23%) continued to increase over 2002 (OR = 0.46, p<0.05) and 2001 (OR = 0.84, p<0.05).
Conclusions
No evidence of risk compensation among helmet wearers was found. Decisions to wear helmets may be part of a risk reduction orientation. Helmet use continues to trend upwards but adoption may be slowing.
doi:10.1136/ip.2006.014142
PMCID: PMC2598370  PMID: 17567972
22.  Human Papillomavirus (HPV) Vaccine Availability, Recommendations, Cost, and Policies Among Health Departments in Seven Appalachian States 
Vaccine  2009;27(24):3195-3200.
Telephone interviews of health department personnel in six states and review of an immunization database from one state were conducted to assess human papillomavirus (HPV) vaccine availability, recommendations, cost, policies, and educational materials in health departments in seven Appalachian states. Most (99.1%) health departments (n=234) reported receiving patient requests for the HPV vaccine, and only two (1%) health departments reported that they did not provide the vaccine for patients. HPV vaccine supply was reported to not meet demand in 10.5% (24/228) of health departments due to high costs. Level (state, region, county) at which policy about the HPV vaccine was determined, vaccine recommendations, costs, and available educational materials varied among states. This study documented variation in vaccine availability, recommendations, cost, policies, and educational materials in Appalachian health departments that could significantly affect vaccine distribution. Findings highlight the need for more comprehensive and consistent policies that maximize accessibility of the HPV vaccine to women, especially those in underserved areas.
doi:10.1016/j.vaccine.2009.03.042
PMCID: PMC2689551  PMID: 19446191
HPV Vaccines; Health Care Disparities; Appalachian Region; Health Policy
23.  Factors Influencing Adherence to Guidelines for Screening Mammography Among Women Aged 40 Years and Older 
Ethnicity & disease  2003;13(4):477-484.
Objective
To explore patterns of adherence to guidelines for screening mammography among participants in the Colorado Mammography Project (CMAP) surveillance database.
Methods
An algorithm was developed to assess factors associated with adherence to mammography screening guidelines.
Results
Of the 27,778 women ranging from 40–90 years of age included in the analysis, 41.4% were adherent with mammography screening guidelines. According to the model tested in this study, race/ethnicity (Black vs White, OR=0.76, 95% CI=0.64–0.91); educational attainment (high school vs $55,000 vs <$15,000, OR 1.14, 95% CI=1.03–1.26) were statistically significant predictors of adherence to guidelines. A significant interaction between age and family history of breast cancer (BC) was also found. Younger females with a family history of BC were less likely to be adherent than their counterparts without a family history (OR=0.93, 95% CI=0.90–0.96). In general, elderly women were more likely to be adherent compared with the youngest group in this cohort (OR=1.21, 95% CI=1.11–1.33). Inclusion or exclusion of women aged 70 years and older did not change the outcome of the analysis.
Conclusion
Adherence with screening mammography guidelines was found to be associated with women’s personal characteristics including race/ethnicity, age, and family history of BC. In addition, socioeconomic status, as measured by educational level and community economic status, are important predictors of adherence. Efforts to increase adherence may need to be specific to race/ethnic group and age, but the effect of age is mediated by family history of BC and vice versa.
PMCID: PMC2848385  PMID: 14632267
Surveillance; Adherence; Breast Cancer; Mammography; Screening; and Utilization
24.  Go Sun Smart 
Communication education  2008;57(4):423.
This is the story of Go Sun Smart, a worksite wellness program endorsed by the North American Ski Area Association and funded by the National Cancer Institute. Between 2000 and 2002 we designed and implemented a large-scale worksite intervention at over 300 ski resorts in North America with the objective of reducing ski area employees and guests risk for skin cancer by adopting sun safe practices. The following narrative describes the intervention in toto from its design and implementation through assessment. Our theory driven, experimentally tested intervention was successful in reducing employees’ risks for skin cancer during and after the ski season. We also succeeded in making ski area guests more aware of the need to take sun safe precautions with both themselves and their children.
PMCID: PMC2818232  PMID: 20148119
Diffusion of Innovations Theory; Persuasion; Ski Industry; Sun Safety
25.  The effect of a motivational intervention on weight loss is moderated by level of baseline controlled motivation 
Background
Clinic-based behavioral weight loss programs are effective in producing significant weight loss. A one-size-fits-all approach is often taken with these programs. It may be beneficial to tailor programs based on participants' baseline characteristics. Type and level of motivation may be an important factor to consider. Previous research has found that, in general, higher levels of controlled motivation are detrimental to behavior change while higher levels of autonomous motivation improve the likelihood of behavior modification.
Methods
This study assessed the outcomes of two internet behavioral weight loss interventions and assessed the effect of baseline motivation levels on program success. Eighty females (M (SD) age 48.7 (10.6) years; BMI 32.0 (3.7) kg/m2; 91% Caucasian) were randomized to one of two groups, a standard group or a motivation-enhanced group. Both received a 16-week internet behavioral weight loss program and attended an initial and a four-week group session. Weight and motivation were measured at baseline, four and 16 weeks. Hierarchical regression analysis was conducted to test for moderation.
Results
There was significant weight loss at 16-weeks in both groups (p < 0.001); however there were no between group differences (p = 0.57) (standard group 3.4 (3.6) kg; motivation-enhanced group 3.9 (3.4) kg).
Further analysis was conducted to examine predictors of weight loss. Baseline controlled motivation level was negatively correlated with weight loss in the entire sample (r = -0.30; p = 0.01). Statistical analysis revealed an interaction between study group assignment and baseline level of controlled motivation. Weight loss was not predicted by baseline level of controlled motivation in the motivation-enhanced group, but was significantly predicted by controlled motivation in the standard group. Baseline autonomous motivation did not predict weight change in either group.
Conclusions
This research found that, in participants with high levels of baseline controlled motivation for weight loss, an intervention designed to enhance motivation for weight loss produced significantly greater weight loss than a standard behavioral weight loss intervention.
doi:10.1186/1479-5868-7-4
PMCID: PMC2821313  PMID: 20157441

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