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OBJECTIVE: This study explored patients and providers' perspectives on therapeutic vaccines for cervical cancer and assessed barriers and facilitators. METHODS: Qualitative semi-structured in-depth interviews were conducted with patients who had cervical dysplasia, or a past or current cervical cancer diagnosis and providers who provided care to patients with cervical abnormalities or cervical cancer. Data were analyzed using thematic analysis in NVivo. RESULTS: A total of 28 in-depth interviews were conducted with patients (N = 15) and providers (N = 13). Participants in both groups expressed enthusiasm for the prospect of a therapeutic vaccine for cervical cancer and were encouraged by less invasive treatment opportunities. Perceived patient barriers included concerns about side effects, eligibility criteria, costs, transportation, and logistical obstacles. Providers echoed these concerns, highlighted additional structural barriers such as racism and limited availability of culturally sensitive educational aids, and underscored the need for provider training on this topic. CONCLUSION: Our results reinforce the need for future multi-level interventions discussing vaccine efficacy, durability, and safety, as well as addressing factors such as awareness, knowledge, and beliefs. PRACTICE IMPLICATIONS: Our findings can contribute to the development of provider and patient-centered tools that promote therapeutic vaccine acceptance.
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Conocimientos, Actitudes y Práctica en Salud , Entrevistas como Asunto , Investigación Cualitativa , Neoplasias del Cuello Uterino , Humanos , Neoplasias del Cuello Uterino/terapia , Femenino , Adulto , Persona de Mediana Edad , Aceptación de la Atención de Salud/psicología , Vacunas contra Papillomavirus/administración & dosificación , Vacunas contra Papillomavirus/uso terapéutico , Percepción , Actitud del Personal de Salud , Personal de Salud/psicología , Vacunas contra el Cáncer/uso terapéutico , Infecciones por Papillomavirus/prevención & control , AncianoRESUMEN
BACKGROUND: This protocol paper describes the overall design for HPV MISTICS, a multilevel intervention to increase human papillomavirus (HPV) vaccination initiation and completion rates among adolescents aged 11-17. METHODS: We will conduct a hybrid type 1 implementation-effectiveness trial using a stepped-wedge cluster randomized trial in eight federally qualified health centers (FQHCs) in Florida. Intervention components target three levels: system, providers, and parents. Outcomes will be assessed using quantitative (e.g., vaccination data, survey data) and qualitative methods (e.g., staff and parent interviews). We expect to quantify changes in HPV vaccine series initiation and completion rates for adolescents ages 11-17 in the eight FQHCs. We have hypothesized a 20-percentage point increase in HPV vaccine series initiation and a 10-percentage point increase in series completion. We also anticipate being able to explore factors at the system, provider, and patient levels as potential covariates. Implementation outcomes, barriers, and facilitators identified in the study will help characterize the implementation process and inform potential future intervention scale-up. RESULTS: The project is ongoing; effectiveness and implementation outcomes will be determined following project completion. CONCLUSIONS: Findings will provide evidence of an equity-informed research design and implementation procedures that could help improve HPV vaccination rates in similar health systems. CLINICAL TRIALS IDENTIFIER: NCT05677360 (date registered: 2022-12-22); https://clinicaltrials.gov/study/NCT05677360?lead=Moffitt%20Cancer%20Center%20&aggFilters=status:rec&page=2&rank=17.
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Infecciones por Papillomavirus , Vacunas contra Papillomavirus , Padres , Humanos , Vacunas contra Papillomavirus/administración & dosificación , Adolescente , Infecciones por Papillomavirus/prevención & control , Niño , Femenino , Padres/psicología , Florida , Masculino , Proyectos de InvestigaciónRESUMEN
BACKGROUND: Our goal was to provide an overview of uptake rates across vaccine types and factors associated with vaccine uptake among cancer survivor populations. METHODS: A literature search was conducted using Ovid MEDLINE® ALL (Wolters Kluwer), Embase (Elsevier) and CINAHL Complete (EBSCO) databases and according to PRISMA guidelines. Eligible articles were limited to those examining vaccination uptake among cancer survivors who had completed treatment, reported factors associated with uptake (e.g., barriers and facilitators), and published in English between 2011 and 2021. Two independent reviewers screened citations for inclusion and two performed data abstraction, verified by an arbiter. RESULTS: The search returned 4,215 total articles, and 271 duplicates were removed. During abstract/title screening, 212 articles were identified. Following full-text screening, 47 articles/abstracts were found to meet inclusion criteria, 16 articles/abstracts were removed, and 31 studies were included in the review. Among the 31 studies, participant age ranged from 9 years to adults of all ages. Vaccine types included: influenza (n = 18), human papillomavirus (n = 10), pneumococcal (n = 8), hepatitis A/B (n = 1), shingles (n = 1), measles (n = 1), tetanus/diphtheria (n = 1), and haemophilus influenza B (n = 1). Vaccine uptake varied greatly across studies, vaccine types, and participant populations. Factors affecting vaccination uptake included sociodemographic variables and social determinants of health, health beliefs/attitudes/knowledge, provider recommendation, and cancer treatment/clinical variables. CONCLUSIONS: Our findings highlight the need for further examining factors associated with vaccine uptake, the need for clinical guidelines that specifically address vaccination among cancer survivors, and potential targets for multi-level interventions to improve vaccination rates among cancer survivor populations.
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OBJECTIVE: To develop theory-informed human papillomavirus (HPV) vaccine education materials that appeal to 18-26-year-olds. METHODS: First, draft materials informed by Theory of Planned Behavior (TPB) and Health Belief Model (HBM) were developed. Next, an initial set of Consolidated Framework for Implementation Research (CFIR)-guided interviews were conducted with 18-26-year-old participants to receive feedback about content, format, appeal, implementation facilitators and barriers, and potential delivery modalities. Then, interviews were transcribed, coded, and analyzed using thematic analysis. Next, materials were modified based upon feedback. Finally, another set of interviews was conducted. RESULTS: Most participants (n = 15) were female (93%), White (60%), and non-Hispanic (93%). All (100%) had heard of HPV and the HPV vaccine, and 80% reported having received the vaccine. Participant feedback on materials included emphasizing vaccine benefits and efficacy, rewording to enhance comprehension, and adding images represent diversity beyond race/ethnicity and sexual orientation. Suggested delivery methods included social media, print materials, and posters. CONCLUSION: Qualitative interviews with young adults suggest that HPV education materials targeted to 18-26-year-olds should include health behavior theory-aligned messaging, inclusive imagery, and be disseminated through multiple modalities. PRACTICE IMPLICATIONS: Providers should consider utilizing theory-based education materials that are relevant and appealing to young adults.
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Infecciones por Papillomavirus , Vacunas contra Papillomavirus , Humanos , Masculino , Femenino , Adulto Joven , Adolescente , Adulto , Infecciones por Papillomavirus/prevención & control , Conductas Relacionadas con la Salud , Vacunación , Virus del Papiloma Humano , Conocimientos, Actitudes y Práctica en Salud , Aceptación de la Atención de SaludRESUMEN
PURPOSE: We determined whether racial/ethnic differences in patient experiences with care influence timeliness and type of initial surgical breast cancer treatment for a sample of female Medicare cancer patients. METHODS: We conducted a retrospective cohort study using the linked Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset. The outcomes were: (1) time-to-initial surgical treatment, and (2) type of treatment [breast conserving surgery (BCS) vs. mastectomy]. The indicators were reports of four types of patient experiences with care including doctor communication, getting care quickly, getting needed care, and getting needed Rx. Interaction terms in each multivariable logistic model examined if the associations varied by race/ethnicity. RESULTS: Of the 2069 patients, 84.6% were White, 7.6% Black and 7.8% Hispanic. After adjusting for potential confounders, non-Hispanic Black patients who provided excellent reports of their ability to get needed prescriptions had lower odds of receiving surgery within 2-months of diagnosis, compared to NH-Whites who provided less than excellent reports (aOR: 0.29, 95% CI 0.09-0.98). There were no differences based on 1-month or 3-month thresholds. We found no other statistically significant effect of race/ethnicity. As to type of surgery, among NH Blacks, excellent reports of getting care quickly were associated with higher odds of receiving BCS versus mastectomy (aOR: 2.82, 95% CI 1.16-6.85) compared to NH Whites with less than excellent reports. We found no other statistically significant differences by race/ethnicity. CONCLUSION: Experiences with care are measurable and modifiable factors that can be used to assess and improve aspects of patient-centered care. Improvements in patient care experiences of older adults with cancer, particularly among minorities, may help to eliminate racial/ethnic disparities in timeliness and type of surgical treatment.
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Neoplasias de la Mama , Humanos , Femenino , Anciano , Estados Unidos/epidemiología , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/cirugía , Estudios Retrospectivos , Medicare , Mastectomía , Atención al Paciente , Disparidades en Atención de SaludRESUMEN
BACKGROUND: This study examined repeat colorectal cancer screening rates at 12 and 24 months as part of a randomized intervention trial among Black persons living in the United States and factors associated with screening adherence. METHODS: Participants completed a survey assessing demographics and Preventive Health Model (PHM) factors (e.g., self efficacy, susceptibility) and received either a culturally targeted photonovella plus free fecal immunochemical test (FIT) kits (intervention group) or a standard educational brochure plus free FIT kits (comparison group). FIT return was assessed at 6, 12, and 24 months. Descriptive statistics summarized patterns of repeat screening. Logistic regression models assessed FIT uptake overtime, and demographic and PHM factors associated with screening adherence. RESULTS: Participants (N = 330) were U.S.-born (93%), non-Hispanic (97%), and male (52%). Initial FIT uptake within 6 months of enrollment was 86.6%, and subsequently dropped to 54.5% at 12 months and 36.6% at 24 months. Higher FIT return rates were observed for the brochure group at 24 months (51.5% vs 33.3% photonovella, p = .023). Multiple patterns of FIT kit return were observed: 37% completed FIT at all three time points (full adherence), 22% completed two of three (partial adherence), 29% completed one of three (partial adherence), and 12% did not return any FIT kits (complete nonadherence). Predictors of full adherence were higher levels of education and self-efficacy. CONCLUSIONS: Full adherence to repeat screening was suboptimal. Most participants had partial adherence (one or two of three) to annual FIT screening. Future studies should focus on strategies to support repeat FIT screening.
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Neoplasias Colorrectales , Detección Precoz del Cáncer , Humanos , Masculino , Neoplasias Colorrectales/diagnóstico , Tamizaje Masivo , Sangre Oculta , Estados Unidos/epidemiología , Cooperación del Paciente , Negro o Afroamericano , FemeninoRESUMEN
BACKGROUND: Colorectal cancer (CRC) and liver cancer are two of the leading causes of cancer death in the United States and persistent disparities in CRC and liver cancer incidence and outcomes exist. Chronic hepatitis C virus (HCV) infection is one of the main contributors to liver cancer. Effective screening for both CRC and HCV exist and are recommended for individuals based upon age, regardless of gender or sex assigned at birth. Recommendations for both screening behaviors have been recently updated. However, screening rates for both CRC and HCV are suboptimal. Targeting adoption of multiple screening behaviors has the potential to reduce cancer mortality and disparities. OBJECTIVE: To examine psychosocial factors associated with completion of CRC and HCV screenings in order to inform a multi-behavioral educational intervention that pairs CRC and HCV screening information. METHODS: A cross-sectional survey was conducted with participants (N = 50) recruited at two community health centers in Florida (United States). Kruskal-Wallis and Fisher's exact tests were used to examine associations between completion of both CRC and HCV screening, CRC and HCV knowledge, Preventive Health Model constructs (e.g., salience and coherence, response efficacy, social influence), and sociodemographic variables. RESULTS: Most participants were White (84%), female (56%), insured (80%), and reported a household income of $25,000 or less (53%). 30% reported ever previously completing both CRC and HCV screenings. Prior completion of both screening behaviors was associated with higher educational attainment (p = .014), having health insurance (p = .022), being U.S.-born (p = .043), and higher salience and coherence scores for CRC (p = .040) and HCV (p = .004). CONCLUSIONS: Findings demonstrate limited uptake of both CRC and HCV screenings among adults born between 1945 and 1965. Uptake was associated with multiple sociodemographic factors and health beliefs related to salience and coherence. Salience and coherence are modifiable factors associated with completion of both screening tests, suggesting the importance of incorporating these health beliefs in a multi-behavioral cancer education intervention. Additionally, health providers could simultaneously recommend and order CRC and HCV screening to improve uptake among this age cohort.
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Neoplasias Colorrectales , Hepatitis C Crónica , Neoplasias Hepáticas , Adulto , Recién Nacido , Humanos , Estados Unidos , Femenino , Estudios Transversales , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/psicología , Hepacivirus , Detección Precoz del Cáncer/psicología , Tamizaje Masivo , Centros Comunitarios de SaludRESUMEN
Latino day laborers in the United States provide skilled labor to businesses and homeowners through informal work arrangements. We conducted exploratory qualitative research with Latino day laborers in Houston, Texas, to investigate their perceptions of safety risks and circumstances related to work-related injuries. We conducted focus groups with 34 participants and used risk mapping and body mapping activities to elicit greater engagement by the Latino day laborers in the conversations. Participants described physical, occupational, and psychosocial hazards that affected their risk for workplace injuries. They indicated a significant risk for injury was employers failing to provide proper tools or equipment for the job being done. The themes that emerged from the analysis were lack of control over employment conditions and the risk of performing unsafe work in order to meet financial needs. This formative qualitative research informed a pilot test and subsequent clinical trial of injury risk reduction strategies for Latino day laborers. Interventions to protect day laborers from work-related injuries should be informed by recognizing the employment and social dilemmas they confront.
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BACKGROUND: Advancing health equity requires innovative patient education approaches for adapting English-language evidence-based interventions (EBIs) to resonate with multicultural, multilingual audiences. OBJECTIVE: Examine the benefit, functionality, and practical considerations of transcreation (translation + cultural adaptation) as a critical and salient learner-centric process for developing a Spanish-language intervention (photonovella + video): Un examen sencillo para un colon saludable (A simple test for a healthy colon). PATIENT/COMMUNITY INVOLVEMENT: We involved patients/community members in a participatory reflective process, from problem identification to intervention design, development, delivery, and impact measurement. METHODS: A community-based participatory research (CBPR) approach involving formative research plus systematic iterative pretesting and learner verification checks augmented by a community advisory board guided the transcreation processes. RESULTS: Data collected using a learner-centric approach effectively produced a new Spanish-language EBI and substantiated the value of co-learner/co-design methods. Learner-centric methods identified cultural nuances that were treated as knowledge and integrated into the intervention materials and study design. Pilot testing of the intervention among Latinos receiving care at community clinics demonstrated improved initial colorectal cancer screening uptake, awareness, and perceived susceptibility. DISCUSSION: Inherent in the transcreation process was learner involvement that informed essential modification and adaptation of the materials. The transcreation methods led to the development of a culturally salient intervention that maintained theoretical integrity and message intent as well as behavioral activation. Findings have broad implications for the creation and transfer of EBIs to new audiences for greater adoption, engagement, and 'reach' of interventions. PRACTICAL VALUE: Transcreation aligns with a growing paradigm shift in health communication science that brings to light the beneficial effect that construction and application of cultural knowledge has on patient education toward health equity.
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Neoplasias Colorrectales , Investigación Participativa Basada en la Comunidad , Lenguaje , Participación del Paciente , Humanos , Hispánicos o Latinos , Proyectos de Investigación , Asistencia Sanitaria Culturalmente Competente , Determinantes Sociales de la Salud , Equidad en SaludRESUMEN
BACKGROUND: The current study examined self-reported human papillomavirus (HPV) vaccination uptake and intentions, and associations with psychosocial constructs among United States adults aged 18 to 26 and 27 to 45 years. METHODS: Data were collected via an online survey from participants recruited from a research panel. Outcomes were HPV vaccination uptake and intentions. Multivariable binary and ordered logistic regression models were used to examine associations between HPV vaccination outcomes and psychosocial constructs, sociodemographics, and previous health behaviors. RESULTS: HPV vaccination uptake in both age cohorts (N = 2722) was associated with multiple variables, including but not limited to: provider recommendation (adjusted odds ratio [aOR], 11.63 [95% CI, 7.70-17.56] and aOR, 14.26 [95% CI, 9.52-21.38], for those aged 18 to 26 and 27 to 45 years, respectively) and positive HPV vaccine attitudes (aOR, 2.40 [95% CI, 1.70-3.40] and aOR, 1.46 [95% CI,1.06-2.02]). Among those who did not report or were unsure of prior HPV vaccination (N =1894), only 4.6% and 8.1% (aged 18-26 and 27-45 years, respectively) reported being very likely to receive the HPV vaccine in the next year. Increased intentions were associated with more positive vaccine attitudes (aOR, 2.45 [95% CI, 1.91-3.15] and aOR, 2.19 [95% CI, 1.72-2.78]) and provider recommendation (yes vs no; aOR, 1.97 [95% CI, 1.38-2.83] and aOR, 1.82 [95% CI, 1.31-2.52]; don't know/can't remember vs no; aOR, 1.38 [95% CI, 1.03-1.84] and aOR, 1.60 [95% CI, 1.17-2.18]). Sociodemographics and health behaviors associated with increased intentions differed for each age cohort. CONCLUSIONS: Individual and interpersonal factors were associated with HPV vaccination uptake and intentions. Findings reveal the need for targeted interventions to improve HPV vaccination rates among these age groups.
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Infecciones por Papillomavirus , Vacunas contra Papillomavirus , Humanos , Adulto , Estados Unidos/epidemiología , Intención , Estudios Transversales , Virus del Papiloma Humano , Infecciones por Papillomavirus/prevención & control , Vacunación/psicología , Encuestas y Cuestionarios , Conocimientos, Actitudes y Práctica en Salud , Aceptación de la Atención de SaludRESUMEN
To assess how the COVID-19 pandemic affected catch-up HPV vaccination among age-eligible adults (ages 18-45). The current study leverages a national, cross-sectional sample of US adults ages 18-45 years to assess the prevalence and determinants of COVID-19 pandemic-related disruptions to catch-up HPV vaccination in 2021. The sample was restricted to adults intending to receive the HPV vaccine. Multinomial logistic regression analysis was conducted to assess the probability of 1) pandemic-related HPV vaccination disruption and 2) uncertainty about pandemic-related HPV vaccination disruption. Report of 'no pandemic-related HPV vaccination disruption' served as the reference category. Among adults intending to get the HPV vaccine (n = 1,683), 8.6 % reported pandemic-related HPV vaccination disruption, 14.7 % reported uncertainty about vaccination disruption, and 76.7 % reported no disruption. Factors associated with higher odds of pandemic-related vaccination disruption included non-English language preference (OR: 3.20; 95 % CI: 1.99-5.13), being a parent/guardian (OR: 1.77; 95 % CI: 1.18-2.66), having at least one healthcare visit in the past year (OR: 1.97; 95 % CI: 1.10-3.53), being up-to-date on the tetanus vaccine (OR: 1.81; 95 % CI: 1.19-2.75), and being a cancer survivor (OR: 2.57; 95 % CI: 1.52-4.34). Catch-up HPV vaccination for age-eligible adults is a critical public health strategy for reducing HPV-related cancers. While a small percentage of adults reported pandemic-related disruptions to HPV vaccination, certain adults (e.g., individuals with a non-English language preference and cancer survivors) were more likely to report a disruption. Interventions may be needed that increase accessibility of catch-up HPV vaccination among populations with reduced healthcare access during the pandemic.
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Latino day laborers (LDLs) are at a high risk for injury and accidents at work and have limited socioeconomic resources to deal with their consequences. While little is known about LDLs' perceptions of their own vulnerability at the workplace, less is known about the strategies they adopt to confront these risks. The purpose of this qualitative study was to assess LDLs' perceptions of their workplace dangers and to document the strategies they adopt and endorse to confront them. Guided by a participatory research approach, four focus groups stratified by age were conducted with 34 LDLs in Houston, Texas. Main focus group themes were identified using a combination of qualitative analysis methods involving a thematic analysis conducted by the interview team, LDL advisors, and bilingual Latino researchers. All participants were Latino males (mean age = 40), the majority reported having completed sixth grade or less (64.2%) and having lived in the United States for an average of 12.7 years. We described three categories of strategies to reduce risk for workplace injury generated by local LDLs (practical knowledge and job experience, interpersonal, and personal). These strategies should be explored and encouraged to assist in planning risk-reduction programs, presented in the voice and language of Latino "inside experts" with firsthand experience. The findings of the focus group suggest that LDLs already possess a broad repertoire of strategies to cope with risks at work that can be incorporated in safety programs for LDLs and other immigrant Latino workers.
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Emigrantes e Inmigrantes , Conductas Relacionadas con la Salud , Hispánicos o Latinos , Salud Laboral , Adulto , Humanos , Grupos Focales , Texas , Estados Unidos , Lugar de TrabajoRESUMEN
PURPOSE: We examined whether breast cancer survivors' experiences with care differed by a recent history of clinical depression, and whether associations differed by race/ethnicity. METHODS: Using the Epidemiology and End Results-Consumer Assessment of Healthcare Providers and Systems (SEER-CAHPS) dataset, we analyzed records of breast cancer survivors who completed a survey at least 12 months after their cancer diagnosis. We assessed clinical depression 12 months prior to survey completion using Medicare claims. We used separate multivariable logistic regressions to examine the associations between depression and excellent (vs. less than excellent) ratings of experiences with care (i.e., doctor communication, getting needed care, getting care quickly, getting prescription drugs, specialist and overall care). We also assessed interactions of depression by race/ethnicity. All models were adjusted for demographics and cancer prognostic and treatment factors. RESULTS: Of the 2271 survivors, 7.6% were clinically depressed. After adjusting for covariates, survivors with clinical depression had lower odds of reporting excellent ratings of their ability to get needed care, care by their specialist, and overall care, compared to those without depression (AOR = 0.58, 95% CI: 0.40-0.84; AOR = 0.40, CI: 0.31-0.76; and AOR = 0.61, CI: 0.42-0.89, respectively). Among Hispanics, having depression was associated with higher odds of excellent ratings of one's ability to get needed care (AOR: 5.42, 95% CI: 1.02-28.81). No other statistically significant associations by race/ethnicity were found. CONCLUSIONS: Breast cancer survivors with depression report poorer patient experiences with care. Further research is needed to understand complexities of ratings of experiences with care among survivors of diverse backgrounds. IMPLICATIONS: Survivors with a recent history of clinical depression may benefit from additional supportive care services.
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Neoplasias de la Mama , Supervivientes de Cáncer , Humanos , Anciano , Estados Unidos/epidemiología , Femenino , Neoplasias de la Mama/complicaciones , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/terapia , Medicare , Estudios Retrospectivos , Depresión/epidemiología , Depresión/etiologíaRESUMEN
Background: There has been limited study of how the COVID-19 pandemic has affected women's health care access. Our study aims to examine the prevalence and correlates of COVID-19-related disruptions to (1) primary care; (2) gynecologic care; and (3) preventive health care among women. Materials and Methods: We recruited 4,000 participants from a probability-based online panel. We conducted four multinomial logistic regression models, one for each of the study outcomes: (1) primary care access; (2) gynecologic care access; (3) patient-initiated disruptions to preventive visits; and (4) provider-initiated disruptions to preventive visits. Results: The sample included 1,285 women. One in four women (28.5%) reported that the pandemic affected their primary care access. Sexual minority women (SMW) (odds ratios [OR]: 1.67; 95% confidence intervals [CI]: 1.19-2.33) had higher odds of reporting pandemic-related effects on primary care access compared to women identifying as heterosexual. Cancer survivors (OR: 2.07; 95% CI: 1.25-3.42) had higher odds of reporting pandemic-related effects on primary care access compared to women without a cancer history. About 16% of women reported that the pandemic affected their gynecologic care access. Women with a cancer history (OR: 2.34; 95% CI: 1.35-4.08) had higher odds of reporting pandemic-related effects on gynecologic care compared to women without a cancer history. SMW were more likely to report patient- and provider-initiated delays in preventive health care. Other factors that affected health care access included income, insurance status, and having a usual source of care. Conclusions: The COVID-19 pandemic disrupted women's health care access and disproportionately affected access among SMW and women with a cancer history, suggesting that targeted interventions may be needed to ensure adequate health care access during the COVID-19 pandemic.
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COVID-19 , Pandemias , Femenino , Humanos , Estudios Transversales , COVID-19/epidemiología , Accesibilidad a los Servicios de Salud , Salud de la MujerRESUMEN
BACKGROUND: The use of web-based methods to collect population-based health behavior data has burgeoned over the past two decades. Researchers have used web-based platforms and research panels to study a myriad of topics. Data cleaning prior to statistical analysis of web-based survey data is an important step for data integrity. However, the data cleaning processes used by research teams are often not reported. OBJECTIVE: The objectives of this manuscript are to describe the use of a systematic approach to clean the data collected via a web-based platform from panelists and to share lessons learned with other research teams to promote high-quality data cleaning process improvements. METHODS: Data for this web-based survey study were collected from a research panel that is available for scientific and marketing research. Participants (N=4000) were panelists recruited either directly or through verified partners of the research panel, were aged 18 to 45 years, were living in the United States, had proficiency in the English language, and had access to the internet. Eligible participants completed a health behavior survey via Qualtrics. Informed by recommendations from the literature, our interdisciplinary research team developed and implemented a systematic and sequential plan to inform data cleaning processes. This included the following: (1) reviewing survey completion speed, (2) identifying consecutive responses, (3) identifying cases with contradictory responses, and (4) assessing the quality of open-ended responses. Implementation of these strategies is described in detail, and the Checklist for E-Survey Data Integrity is offered as a tool for other investigators. RESULTS: Data cleaning procedures resulted in the removal of 1278 out of 4000 (31.95%) response records, which failed one or more data quality checks. First, approximately one-sixth of records (n=648, 16.20%) were removed because respondents completed the survey unrealistically quickly (ie, <10 minutes). Next, 7.30% (n=292) of records were removed because they contained evidence of consecutive responses. A total of 4.68% (n=187) of records were subsequently removed due to instances of conflicting responses. Finally, a total of 3.78% (n=151) of records were removed due to poor-quality open-ended responses. Thus, after these data cleaning steps, the final sample contained 2722 responses, representing 68.05% of the original sample. CONCLUSIONS: Examining data integrity and promoting transparency of data cleaning reporting is imperative for web-based survey research. Ensuring a high quality of data both prior to and following data collection is important. Our systematic approach helped eliminate records flagged as being of questionable quality. Data cleaning and management procedures should be reported more frequently, and systematic approaches should be adopted as standards of good practice in this type of research.
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BACKGROUND: Clinical trials (CT) in breast cancer have been crucial for new treatment discoveries. While participation in cancer CT is low, minorities are particularly underrepresented. This study aimed to identify factors influencing the participation in CTs based on the experiences of Latina breast cancer survivors in Puerto Rico (PR), especially their CT knowledge, motivations, and concerns. METHOD: Focus groups (FG) were conducted by two social workers and the University of Puerto Rico/MD Anderson Community Health Educator. Participants were stratified into two subgroups: a) women with CT experience and b) those without CT experience. Seven FG were completed among breast cancer survivors (n=34) at two hospitals located in Caguas and San Juan, PR. RESULTS: Our findings showed that participants expressed a basic knowledge and understanding of clinical trials. Motivations to participate included a desire to help others, non-monetary incentives to participation, self-benefits, readiness to participate based on the phases of illness, and enhanced relationships with the clinical trial recruitment team. Regardless of their previous experience with CTs, participants expressed concerns about participation including limited of knowledge about trial procedures and results, and lack of transportation, childcare, and support from family. RECOMMENDATIONS: The barriers and motivations identified for CT participation are modifiable and best targeted using a multidisciplinary approach. Social workers could play a potential role in participant recruitment and retention by clarifying research protocols to potential participants, as well as conducting CT. Our findings can help enhance capacity and training efforts for health professionals involved in CT recruitment and retention in culturally-relevant ways.
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BACKGROUND: Research on Hispanics' activity preferences suggest that they prefer engaging in group-oriented physical activities, such as organized exercise. Yet, little is known about pathways to participation in organized exercise among Hispanics. This study used a reasoned action approach (RAA) framework to explore beliefs and determinants of organized exercise among Hispanics. Specifically, we examined the impact of participants' intentions on reported organized exercise behavior, and the relation between intentions and attitudes, subjective norms, perceived behavioral control, and self-efficacy. METHODS: Our mixed-methods study was part of a larger pre-post design intervention study. Participants completed an interview containing open- and closed-ended questions to identify salient beliefs and practices about attending organized exercise activities. We conducted two separate regression models to assess the effects of intentions on behavior (n = 330) and the associations of RAA constructs on intentions (n = 101), both adjusting for demographics. Qualitative analysis of a sub-sample (n = 105) of responses to open-ended questions identified salient beliefs related to organized exercise attendance. RESULTS: Our results showed that intentions predicted behavior at follow up (IRR = 2.03, p < .05), and that attitudes and perceived behavioral control were associated with intentions (ß = .36, p < .05; ß = .36, p <. 05, respectively). Qualitative findings suggest participants value health and the behavioral benefits of attending organized exercise activities; feel approval from family and friends; and identify transportation, time, distance, and costs as factors that influence their attendance to organized exercise activities. CONCLUSIONS: Consistent with theoretical expectations, we identified statistically significant determinants of intentions and attendance to organized exercise. Findings can inform the development of persuasive messages and interventions to promote exercise in low-income Hispanic populations facing obesity disparities.
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Ejercicio Físico/psicología , Hispánicos o Latinos/psicología , Adolescente , Adulto , Anciano , Femenino , Hispánicos o Latinos/estadística & datos numéricos , Humanos , Intención , Masculino , Persona de Mediana Edad , Teoría Psicológica , Investigación Cualitativa , Autoeficacia , Encuestas y Cuestionarios , Adulto JovenRESUMEN
BACKGROUND: Despite efforts to increase diversity in clinical trials, racial/ethnic minority groups generally remain underrepresented, limiting researchers' ability to test the efficacy and safety of new interventions across diverse populations. We describe the use of a systematic framework, intervention mapping (IM), to develop an intervention to modify recruitment behaviors of coordinators and specialist investigators with the goal of increasing diversity in trials conducted within specialty clinics. To our knowledge IM has not been used in this setting. METHODS: The IM framework was used to ensure that the intervention components were guided by health behavior theories and the evidence. The IM steps consisted of (1) conducting a needs assessment, (2) identification of determinants and objectives, (3) selection of theory-informed methods and practical applications, (4) development and creation of program components, (5) development of an adoption and implementation plan, and (6) creation of an evaluation plan. RESULTS: The intervention included five educational modules, one in-person and four web-based, plus technical assistance calls to coordinators. Modules addressed the intervention rationale, development of clinic-specific plans to obtain minority-serving physician referrals, physician-centered and patient-centered communication, and patient navigation. The evaluation, a randomized trial, was recently completed in 50 specialty clinics and is under analysis. CONCLUSIONS: Using IM we developed a recruitment intervention that focused on building relationships with minority-serving physicians to encourage minority patient referrals. IM enhanced our understanding of factors that may influence minority recruitment and helped us integrate strategies from multiple disciplines that were relevant for our audience.
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Ensayos Clínicos como Asunto/métodos , Diversidad Cultural , Etnicidad , Capacitación en Servicio , Grupos Minoritarios , Selección de Paciente , Grupos Raciales , Investigadores/educación , Sujetos de Investigación , Actitud del Personal de Salud , Disparidades en Atención de Salud/etnología , Humanos , Relaciones Interpersonales , Derivación y Consulta , Investigadores/psicología , Participación de los Interesados , ConfianzaRESUMEN
Few research studies with non-English-speaking audiences have been conducted to explore community members' views on biospecimen donation and banking, and no validated Spanish-language multi-scale instruments exist to measure community perspectives on biobanking. This study describes the development and psychometric properties of the Biobanking Attitudes aNd Knowledge Survey-Spanish (BANKS-SP). The BANKS was translated into Spanish using the Brislin method of translation. Draft BANKS-SP items were refined through cognitive interviews, and psychometric properties were assessed in a sample of 85 Spanish-speaking individuals recruited at various community events in a three county area in central west Florida, USA. The final BANKS-SP includes three scales: attitudes, knowledge, and self-efficacy; as well as three single items, which evaluated receptivity and intention to donate a biospecimen for research. The final Cronbach's alpha coefficients for the two scales that use a Likert response format indicated adequate internal consistency (attitudes, α = .79; self-efficacy, α = .91). Intention to donate blood and intention to donate urine were positively correlated with attitudes, self-efficacy, and receptivity to learning more about biobanking (all p's < .001). BANKS-SP-Knowledge was not statistically significantly correlated with other BANKS-SP scales or single items measuring intention to donate a biospecimen for research and receptivity for learning more about biospecimen research. The BANKS-SP attitudes and self-efficacy scales show evidence of satisfactory reliability and validity. Additional research should be conducted with larger samples to assess the BANKS-SP instrument's reliability and validity. A valid and reliable Spanish-language instrument measuring Spanish-speaking community members' views about biobanking may help researchers evaluate relevant communication interventions to enhance understanding, intention, and actual biospecimen donation among this population.