Browsing by Author "Huchko, Megan J"
Results Per Page
Sort Options
Item Open Access A randomized trial comparing the diagnostic accuracy of visual inspection with acetic acid to Visual Inspection with Lugol's Iodine for cervical cancer screening in HIV-infected women.(PLoS One, 2015) Huchko, Megan J; Sneden, Jennifer; Zakaras, Jennifer M; Smith-McCune, Karen; Sawaya, George; Maloba, May; Bukusi, Elizabeth Ann; Cohen, Craig RVisual inspection with Acetic Acid (VIA) and Visual Inspection with Lugol’s Iodine (VILI) are increasingly recommended in various cervical cancer screening protocols in low-resource settings. Although VIA is more widely used, VILI has been advocated as an easier and more specific screening test. VILI has not been well-validated as a stand-alone screening test, compared to VIA or validated for use in HIV-infected women. We carried out a randomized clinical trial to compare the diagnostic accuracy of VIA and VILI among HIV-infected women. Women attending the Family AIDS Care and Education Services (FACES) clinic in western Kenya were enrolled and randomized to undergo either VIA or VILI with colposcopy. Lesions suspicious for cervical intraepithelial neoplasia 2 or greater (CIN2+) were biopsied. Between October 2011 and June 2012, 654 were randomized to undergo VIA or VILI. The test positivity rates were 26.2% for VIA and 30.6% for VILI (p = 0.22). The rate of detection of CIN2+ was 7.7% in the VIA arm and 11.5% in the VILI arm (p = 0.10). There was no significant difference in the diagnostic performance of VIA and VILI for the detection of CIN2+. Sensitivity and specificity were 84.0% and 78.6%, respectively, for VIA and 84.2% and 76.4% for VILI. The positive and negative predictive values were 24.7% and 98.3% for VIA, and 31.7% and 97.4% for VILI. Among women with CD4+ count < 350, VILI had a significantly decreased specificity (66.2%) compared to VIA in the same group (83.9%, p = 0.02) and compared to VILI performed among women with CD4+ count ≥ 350 (79.7%, p = 0.02). VIA and VILI had similar diagnostic accuracy and rates of CIN2+ detection among HIV-infected women.Item Open Access Augmenting Research on South Asian and South Asian Women's Health in America: The Case for Data Disaggregation(2023-04-19) Meesa, PriyankaSouth Asian Americans are a rapidly growing ethnic group in the United States. They experience an array of health disparities that are not well-understood or addressed partially due to a lack of research on the health of this population. There are many factors that contribute to this paucity of research, one is the lack of data disaggregation within the Asian demographic category in U.S. health research datasets. Data disaggregation allows a finding to be analyzed in more granular way. This may help uncover differences that were invisible in the aggregated data. In the context of this paper, data on Asians is often aggregated into one “Asian” category, so it cannot be broken down into East, South, etc. Asian, making the health differences of these populations challenging to identify. This paper provides a deeper understanding of the complex issues surrounding data disaggregation (scientific, technical, regulatory, and ethical), from the perspectives of thought-leaders and subject matter experts informed by their real-world experiences of conducting precision and biomedical research. In this study, participants concurred that data disaggregation is essential to understanding South Asian American health disparities and that aggregation can be harmful. They also noted barriers to and risks of disaggregation. These barriers and risks can start to be addressed with increased funding and researcher awareness of South Asian health disparities. Furthermore, informants highlighted methodological challenges, such as defining what it means to be South Asian and capturing culture in data. This is especially important for understanding the health of women in the community, as South Asians have gendered practices and health behaviors as a result of their cultural and religious beliefs. Participants agreed that country of origin is a good starting point for disaggregation, but more information, such as immigrant status, acculturation, and religion, is important to truly understand health and develop interventions. More research is needed to 3 understand perspectives of community partners, members of the South Asian American community, policymakers, and research funders on augmenting research on South Asian American health to address health disparities. Increased data disaggregation facilitated by greater funding and awareness among those conducting and participating in research is an important first step to improve the ability of researchers to identify the health needs or outcomes specific to the South Asian population in the United States.Item Open Access Cervical cancer precursors and hormonal contraceptive use in HIV-positive women: application of a causal model and semi-parametric estimation methods.(PLoS One, 2014) Leslie, Hannah H; Karasek, Deborah A; Harris, Laura F; Chang, Emily; Abdulrahim, Naila; Maloba, May; Huchko, Megan JOBJECTIVE: To demonstrate the application of causal inference methods to observational data in the obstetrics and gynecology field, particularly causal modeling and semi-parametric estimation. BACKGROUND: Human immunodeficiency virus (HIV)-positive women are at increased risk for cervical cancer and its treatable precursors. Determining whether potential risk factors such as hormonal contraception are true causes is critical for informing public health strategies as longevity increases among HIV-positive women in developing countries. METHODS: We developed a causal model of the factors related to combined oral contraceptive (COC) use and cervical intraepithelial neoplasia 2 or greater (CIN2+) and modified the model to fit the observed data, drawn from women in a cervical cancer screening program at HIV clinics in Kenya. Assumptions required for substantiation of a causal relationship were assessed. We estimated the population-level association using semi-parametric methods: g-computation, inverse probability of treatment weighting, and targeted maximum likelihood estimation. RESULTS: We identified 2 plausible causal paths from COC use to CIN2+: via HPV infection and via increased disease progression. Study data enabled estimation of the latter only with strong assumptions of no unmeasured confounding. Of 2,519 women under 50 screened per protocol, 219 (8.7%) were diagnosed with CIN2+. Marginal modeling suggested a 2.9% (95% confidence interval 0.1%, 6.9%) increase in prevalence of CIN2+ if all women under 50 were exposed to COC; the significance of this association was sensitive to method of estimation and exposure misclassification. CONCLUSION: Use of causal modeling enabled clear representation of the causal relationship of interest and the assumptions required to estimate that relationship from the observed data. Semi-parametric estimation methods provided flexibility and reduced reliance on correct model form. Although selected results suggest an increased prevalence of CIN2+ associated with COC, evidence is insufficient to conclude causality. Priority areas for future studies to better satisfy causal criteria are identified.Item Open Access Characteristics of Women Who Attend Cervical Cancer Screening and Follow-Up in Community Health Campaigns Versus Home Visits in Rural Western Kenya(2023) Hendrickson, KaylaBackground: Cervical cancer is a preventable disease with a disproportionate burden in Sub-Saharan Africa. In Kenya, cervical cancer is the leading cause of cancer-related death in women. In line with WHO recommendations, Kenya is offering screening to women between the ages of 30 and 65 years old; however, rates of screening uptake are far below desired levels due to economic, logistical, and social barriers. This study is phase 2 of a two-part trial exploring implementation strategies for HPV-testing using self-collected specimens. Drawing on lessons from phase 1, we offered HPV-testing through community health campaigns (CHCs) in rural communities followed by linking HPV-positive women to facility-based treatment. Methods: Target communities were enumerated before the CHCs to identify women in the age range of 30-65 years old and who were not pregnant. Women were educated about cervical cancer by community health volunteers and told of when and where the CHC would be happening. At the CHC, participants were consented, given a brief demographics survey, and instructed on how to self-collect cervical specimens for HPV-testing. Participants were later contacted via SMS messaging, phone calls, or home visits with their results. Women who were enumerated but did not attend the fair were visited at home and offered testing. Those who tested as HPV-positive were linked to their nearest health center for preventative treatment. Descriptive statistics and logistic regression were used to analyze the demographic characteristics of women who came to the CHC and women who sought treatment compared with those who didn’t. Results: A total of 3299 women were screened for HPV, an estimated target population reach of 77%. The average HPV positivity rate was 16.7% across both the CHCs and the mop up. Of the 551 women who were HPV positive, 278 of them (50.5%) sought treatment. Characteristics associated with screening at the CHC included being encouraged to come by someone the woman knows, having completed primary school, some secondary school or attending college and above, working in the labor, professional, academic professions, having heard of cervical cancer before, working outside the home, and having missed work to attend screening. Women who came to the CHC had 25% greater odds of seeking treatment compared to women screened in home visits. Characteristics associated with seeking treatment included having tested for cervical cancer before and having missed work to attend screening. Having heard of cervical cancer before was also associated with seeking treatment, but with less precise estimates. Conclusion: Social support for seeking care and knowledge of cervical cancer are associated with women attending community health campaigns that offer self-collected HPV-testing. Other demographics have weak or null associations with care-seeking behavior in this context, suggesting the CHC model with enhanced linkage to care methods could be a way to overcome some of the social and logistical barriers women face for accessing preventative treatment. However, at a treatment linkage rate of only 50%, more work needs to be done to further understand the barriers to care in this context.
Item Open Access Comparison of patient flow and provider efficiency of two delivery strategies for HPV-based cervical cancer screening in Western Kenya: a time and motion study.(Global health action, 2018-01) Olwanda, Easter; Shen, Jennifer; Kahn, James G; Bryant-Comstock, Katelyn; Huchko, Megan JImproving patient flow and reducing over-crowding can improve quality, promptness of care, and patient satisfaction. Given low utilization of preventive care in low-resource countries, improved patient flows are especially important in these settings.Compare patient flow and provider efficiency between two cervical cancer screening strategies via self-collected human papillomavirus (HPV).We collected time and motion data for patients screened for cervical cancer in 12 communities in rural Migori County, Kenya as part of a larger cluster randomized trial. Six communities were randomized to screening in community health campaigns (CHCs) and six to screening at government clinics. We quantified patient flow: duration spent on each active stage of screening and wait times, and the number of patients arriving at CHCs and clinics each hour of the day. In addition, for four CHCs, we collected time and motion data for providers, and measured provider efficiency as a ratio of active (service delivery) time to total time spent at the clinic.Total duration of screening visits, at CHCs and clinics was 42 and 87 minutes, respectively (p < 0.001 for difference). Total active time lasted longer at CHCs, with a mean of 28 minutes per patient versus 15 minutes at clinics, largely due to differences in duration for group education (p < 0.001). Wait time for registration at clinics was 36 minutes, explaining most of the difference between settings, but sometimes incorporated other health services.There is a substantial difference in patient flow at clinics compared to CHCs. Shorter duration at CHCs suggests that the model is favorable for patients in limiting time spent on screening. Future cervical cancer screening programs designed for scale-up should consider how this advantage may enhance satisfaction and uptake. For clinic-based screening programs, efforts could be made towards reducing registration wait times.Item Embargo Developing a stigma responsive educational program to promote uptake of HPV-based cervical cancer screening and treatment in Kisumu, Kenya(2022) Herfel, EmilyBackground: Despite increasing availability of preventative HPV vaccines and screening strategies, uptake of these effective measures in Kisumu, Kenya is limited by cultural and logistical barriers. Limited understanding and societal perceptions of HPV and cervical cancer are potential sources of stigma that could negatively impact screening behavior. By designing and implementing a stigma-responsive educational intervention, we sought to improve understanding and risk perception and increase the likelihood cervical cancer screening.
Methods: We carried out a study of a stigma responsive strategy to deliver HPV-based cervical cancer prevention services in Kisumu, Kenya. Focus group discussions (FGDs) explored experiences of HPV and cervical cancer screening, health messaging and potential stigma sources. Qualitative analysis of the FGDs informed the development of a stigma-responsive educational video. Four Kisumu County healthcare facilities were randomized to either watch the video or receive standard HPV and cervical cancer education, after which participants at both sites completed a survey to measure HPV- and cervical cancer stigma. Stigma scores were compared between control and intervention groups using linear regression.
Results: Thirty women participated in the focus group discussions. Drivers of stigma included concerns about confidentiality and disclosure of HPV results, fears of cancer or implications of a sexually transmitted infection diagnosis. Anticipated outcomes included illness or death, financial hardship or family abandonment. The FGDs findings informed development of the educational video. A total of 288 women, 109 in the intervention group, completed the stigma survey. Mean HPV and cervical cancer scores were found to be statistically lower in the intervention arm, with Dholuo language associated with higher stigma levels in both arms.
Conclusions: This multi-step study explored knowledge, attitudes and beliefs specific to HPV and cervical cancer health messaging in western Kenya in order to develop and test a stigma-responsive education strategy. The stigma-responsive video demonstrated a quantitative decrease in stigma survey response means for those who watched the video. The pre-pilot design will drive a larger pilot study to examine the effect of the educational video on HPV self-sampling.
Item Open Access Discussing Cervical Cancer Screening Options: Outcomes to Guide Conversations Between Patients and Providers.(MDM policy & practice, 2020-07) Holt, Hunter K; Kulasingam, Shalini; Sanstead, Erinn C; Alarid-Escudero, Fernando; Smith-McCune, Karen; Gregorich, Steven E; Silverberg, Michael J; Huchko, Megan J; Kuppermann, Miriam; Sawaya, George FPurpose. In 2018, the US Preventive Services Task Force (USPSTF) endorsed three strategies for cervical cancer screening in women ages 30 to 65: cytology every 3 years, testing for high-risk types of human papillomavirus (hrHPV) every 5 years, and cytology plus hrHPV testing (co-testing) every 5 years. It further recommended that women discuss with health care providers which testing strategy is best for them. To inform such discussions, we used decision analysis to estimate outcomes of screening strategies recommended for women at age 30. Methods. We constructed a Markov decision model using estimates of the natural history of HPV and cervical neoplasia. We evaluated the three USPSTF-endorsed strategies, hrHPV testing every 3 years and no screening. Outcomes included colposcopies with biopsy, false-positive testing (a colposcopy in which no cervical intraepithelial neoplasia grade 2 or worse was found), treatments, cancers, and cancer mortality expressed per 10,000 women over a shorter-than-lifetime horizon (15-year). Results. All strategies resulted in substantially lower cancer and cancer death rates compared with no screening. Strategies with the lowest likelihood of cancer and cancer death generally had higher likelihood of colposcopy and false-positive testing. Conclusions. The screening strategies we evaluated involved tradeoffs in terms of benefits and harms. Because individual women may place different weights on these projected outcomes, the optimal choice for each woman may best be discerned through shared decision making.Item Open Access Evaluating the Patient Experience of Women Receiving Mobile Health App Facilitated HPV-Based Cervical Cancer Screening(2020-04-17) Chalem, AndreaCervical cancer is a disease that disproportionately burdens countries with less developed healthcare infrastructures where the populations have less access to healthcare resources. Screening for cervical cancer is essential to disease prevention and to getting patients proper and effective treatment. HPV testing via self-collection as a form of cervical cancer screening has been shown to be an effective method of preventing the development of cervical cancer and amenable to use in resource-limited settings. In western Kenya, an mHealth strategy called mSaada has been piloted to support the HPV-based cervical cancer screening cascade. mSaada is placed in the hands of community health volunteers (CHVs) who lead the screening process and aims to address provider and patient barriers to screening delivery. This thesis study aimed to investigate how the use of mSaada by CHVs affects the patient experience of women screened by during the HPV-based cervical cancer screening process. This cross-sectional study assessed the experience of 120 patients through the Patient Experience Questionnaire. Participants were evaluated for their perception of CHV knowledge and ability, their own comfort level and understanding, their attitude towards the screening process, and how mSaada affected these perceptions. There were overall high endorsements towards almost every aspect of the screening experience, indicating acceptance of the screening process and comfort in interacting with the CHV. However, a small percentage of respondents were less comfortable with how mSaada affected their comfort level. This study emphasized the importance of taking into account the patient experience when implementing a new digital health strategy and suggests that future use of mSaada can reevaluate CHV training methods and place a greater emphasis on communication and how to best disseminate information.Item Open Access Iterative Development and Pilot of mSaada: A Mobile Phone Application to Support Community Health Volunteers during Cervical Cancer Screening in Western Kenya(2020) Stocks, Jacob BenjaminBackground: Cervical cancer is the fourth most common cancer worldwide, despite its highly preventable nature. Cervical cancer disproportionately affects individuals in low- and middle-income countries (LMICs), especially those in sub-Saharan Africa. Kenya experiences the highest cervical cancer incidence rate within the East African region (33.8 per 100,000 women) and is among the highest in the world. Huchko et al. demonstrated that cervical cancer screening via Human Papillomavirus (HPV)-based self-collection, led by community health volunteers (CHVs), is acceptable and well attended. While well received by communities in Western Kenya, researchers highlighted key barriers to the scale and potential effectiveness of this approach, including a need for electronic data collection and a lack of protocol and decision support tools for healthcare providers, who are often lay providers. Based on high reported mobile phone ownership within Kenya generally and past research documenting success with text message-based delivery of screening results within Western Kenya, the introduction of a mobile application-based intervention to address the identified challenges to cervical cancer screening and prevention appears feasible. This study sought to iteratively develop an mhealth intervention with key stakeholders, evaluate the usability of the intervention, and describe factors that limit and build cervical cancer screening self-efficacy among lay providers.
Methods: Between June 2019 and January 2020, we conducted a two-part study in Kisumu, Kenya to develop and pilot a mobile phone application, “mSaada.” In the first part of the study, between June and August 2019, a purposive sample of 18 participants completed in-depth interviews (IDIs) in two waves to provide a detailed review of the mSaada app and its features. Iterative revisions of the app were informed by participant feedback. During the second part, between October 2019 and January 2020, we conducted a small-scale pilot usability study within three healthcare facilities in Kisumu, Kenya. A convenience sample of 10 community health volunteers incorporated the mSaada mobile application into their daily interactions with clients during cervical cancer screening and education sessions. Participants completed usability and self-efficacy surveys throughout the study period as well as an in-depth interview to provide insight into their experience using mSaada.
Results: Iterative development of the mSaada mobile application resulted in major changes to the app’s user interface, aesthetics and organization, as well as the addition and clarification of educational content included within the platform. Overall, mSaada usability ratings increased significantly during the study period (4.54 to 4.84, p<0.001). During qualitative interviews, participants highlighted the app’s ease of use, impact on their workflow, and the comprehensiveness of the included information as strengths of mSaada. Participants did, however, cite concerns about the feasibility of broader implementation of the platform within Kenya. Overall, CHV self-efficacy increased significantly from the beginning to the end of the study period (4.53 to 4.74, p=0.008). When asked about factors limiting self-efficacy, participants discussed language barriers, time constraints, supply shortage, and privacy issues. Reference materials, personal knowledge, and experience and repetition were seen as factors that build self-efficacy.
Conclusions: While mSaada’s usability increased and the platform was observed to improve lay provider self-efficacy, much research is still needed in this area. Specifically, there is a need to engage women eligible for screening in future studies to help tailor mSaada such that it can best benefit the client population. Also, further development of the technological infrastructure within this setting is needed to promote long-term feasibility and sustainability of an mhealth solution like mSaada.
Item Open Access Men's knowledge and attitudes about cervical cancer screening in Kenya.(BMC Womens Health, 2014-11-22) Rosser, Joelle I; Zakaras, Jennifer M; Hamisi, Sabina; Huchko, Megan JBACKGROUND: A number of studies have identified male involvement as an important factor affecting reproductive health outcomes, particularly in the areas of family planning, antenatal care, and HIV care. As access to cervical cancer screening programs improves in resource-poor settings, particularly through the integration of HIV and cervical cancer services, it is important to understand the role of male partner support in women's utilization of screening and treatment. METHODS: We administered an oral survey to 110 men in Western Kenya about their knowledge and attitudes regarding cervical cancer and cervical cancer screening. Men who had female partners eligible for cervical cancer screening were recruited from government health facilities where screening was offered free of charge. RESULTS: Specific knowledge about cervical cancer risk factors, prevention, and treatment was low. Only half of the men perceived their partners to be at risk for cervical cancer, and many reported that a positive screen would be emotionally upsetting. Nevertheless, all participants said they would encourage their partners to get screened. CONCLUSIONS: Future interventions should tailor cervical cancer educational opportunities towards men. Further research is needed among both men and couples to better understand barriers to male support for screening and treatment and to determine how to best involve men in cervical cancer prevention efforts.Item Open Access Reproductive Rights as Social Rights: Building a Post-Pandemic Reproductive Healthcare Service Recovery Agenda of Kenya(2023-04-10) Choi, Bentley (Hanul)Reproductive health is crucial in female empowerment, as it enhances one’s physical and mental well-being. In Sub-Saharan Africa, national health infrastructure and institutional financing lag behind individuals’ need for access to reproductive healthcare services. The COVID-19 pandemic halted essential reproductive care delivery by limiting in-person visits and reducing workforce and funding. To meet population needs in post-pandemic life, the government needs to adjust a national rights-based framework for reproductive health to lessons from this global health crisis. This thesis aims to construct a post-pandemic reproductive healthcare service recovery framework grounded on theoretical knowledge of reproductive rights as ‘social rights’. This framework highlights the need for practical actions mentioned in the Kenyan government’s Reproductive Health Policy Strategy (2022-2032) and incorporates key informants’ lessons on reproductive justice during the COVID-19 pandemic. Interviews with 25 Kenyan reproductive health key informant organisations were conducted to collect data. Responses were initially coded using factors of the health policy framework, and any noteworthy codes were later defined during the analysis. Then, these codes were later redistributed by each factor of Political, Economic, Sociological, Technological, Legal and Environmental (PESTEL) analysis utilised in the national Reproductive Health Policy Strategy (2022-2032). Key findings are the critical impact of the government’s decisions to halt transmission being a major disruptor of RH service delivery and two distinct perspectives of returning to “normalcy” among service providers. Acknowledging the government’s role in achieving reproductive justice, this framework will be crucial in ascertaining necessary critical changes to move a step further for reproductive health equity in post-pandemic lives.Item Open Access The association of HIV counseling and testing with HIV risk behaviors in a random population-based survey in Kisumu, Kenya.(AIDS Behav, 2011-05) Huchko, Megan J; Montandon, Michele; Nguti, Rosemary; Bukusi, Elizabeth A; Cohen, Craig RHIV testing has been promoted as a key HIV prevention strategy in low-resource settings, despite studies showing variable impact on risk behavior. We sought to examine rates of HIV testing and the association between testing and sexual risk behaviors in Kisumu, Kenya. Participants were interviewed about HIV testing and sexual risk behaviors. They then underwent HIV serologic testing. We found that 47% of women and 36% of men reported prior testing. Two-thirds of participants who tested HIV-positive in this study reported no prior HIV test. Women who had undergone recent testing were less likely to report high-risk behaviors than women who had never been tested; this was not seen among men. Although rates of HIV testing were higher than seen in previous studies, the majority of HIV-infected people were unaware of their status. Efforts should be made to increase HIV testing among this population.