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Asirwa FC, Bresnahan BW, Yego F, Duncan D, Karichu JK, Garrison Jr. LP. A prospective model of the potential clinical and economic impact of cervical cancer screening supported by a mobile phone app. PLoS One 2025; 20:e0316001. [PMID: 39888944 PMCID: PMC11785268 DOI: 10.1371/journal.pone.0316001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 12/04/2024] [Indexed: 02/02/2025] Open
Abstract
INTRODUCTION Cervical cancer is a preventable and highly curable disease when detected early and adequately treated, yet it remains the leading cause of cancer-related death in women in Kenya due to low screening coverage and treatment. Implementing World Health Organization screening guidelines for human papillomavirus (HPV) is challenging due to the complex logistics of result return and follow-up requiring multiple clinic visits. Increasing the use of mobile technology can support follow-up care in cervical cancer screening programs. METHODS We developed a prospective clinico-economic model to assess the potential impact of a mobile phone-based application ("app") communicating laboratory results and recommendations to improve follow-up care for cervical cancer screening in Kenya. The model is structured to simulate a three-visit pathway for HPV-based screening used in a clinical trial of the app and based on epidemiological data, clinical guideline-based workflow, and patient-based behavioral pathways. Published literature, expert elicitation, and time-and-motion observations were used to estimate clinical data, care pathways, and visit-related costs. This analysis was conducted from a base-case healthcare system perspective with a scenario from a "limited" societal perspective. RESULTS In a simulated cohort of women using the app-based intervention compared to conventional care, with 10,000 women in each arm, use of the app is projected to increase healthcare costs by $12.53 per enrolled woman during the trial period and to detect and treat an additional 247 women-229 with precancerous cervical lesions and 18 with cervical cancer. The incremental cost-effectiveness ratio of the app versus conventional care was $174 per case detected and treated. This would be cost-saving given the average lifetime cost per cervical cancer case of $1,000-$3,000. CONCLUSION Use of a mobile phone-based app is costlier than conventional screening but by improving visit compliance, it can be a cost-effective and cost-saving strategy to enhance detection and treatment in cervical cancer screening programs.
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Affiliation(s)
| | - Brian W. Bresnahan
- Department of Radiology, School of Medicine, University of Washington, Seattle, Washington, United States of America
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
| | - Faith Yego
- Department of Health Policy, Management, and Human Nutrition, Moi University School of Public Health, Eldoret, Kenya
| | - Dana Duncan
- Roche Information Solutions, Roche Diagnostics, Santa Clara, California, United States of America
| | - James K. Karichu
- Global Access & Policy, Roche Diagnostics Solutions, Inc., Pleasanton, California, United States of America
| | - Louis P. Garrison Jr.
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington, Seattle, Washington, United States of America
- VeriTech Corporation, Mercer Island, Washington, United States of America
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Choi Y, Ibrahim S, Park LP, Bukusi EA, Huchko MJ. The impact of text message reminders on cryotherapy uptake among women testing positive for HPV in western Kenya: a prospective cohort study. BMC Womens Health 2024; 24:32. [PMID: 38218782 PMCID: PMC10787999 DOI: 10.1186/s12905-023-02842-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 12/13/2023] [Indexed: 01/15/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) has become an increasingly popular strategy to improve healthcare delivery and health outcomes. Communicating results and health education via text may facilitate program planning and promote better engagement in care for women undergoing human papillomavirus (HPV) screening. We sought to develop and evaluate an mHealth strategy with enhanced text messaging to improve follow-up throughout the cervical cancer screening cascade. METHODS Women aged 25-65 participated in HPV testing in six community health campaigns (CHCs) in western Kenya as part of a single arm of a cluster-randomized trial. Women received their HPV results via text message, phone call, or home visit. Those who opted for text in the first four communities received "standard" texts. After completing the fourth CHC, we conducted two semi-structured focus group discussions with women to develop an "enhanced" text strategy, including modifying the content, number, and timing of texts, for the subsequent two communities. We compared the overall receipt of results and follow-up for treatment evaluation among women in standard and enhanced text groups. RESULTS Among 2368 women who were screened in the first four communities, 566 (23.9%) received results via text, 1170 (49.4%) via phone call, and 632 (26.7%) via home visit. In the communities where enhanced text notification was offered, 264 of the 935 screened women (28.2%) opted for text, 474 (51.2%) opted for phone call, and 192 (20.5%) for home visit. Among 555 women (16.8%) who tested HPV-positive, 257 (46.3%) accessed treatment, with no difference in treatment uptake between the standard text group (48/90, 53.3%) and the enhanced text group (22/41, 53.7%). More women in the enhanced text group had prior cervical cancer screening (25.8% vs. 18.4%; p < 0.05) and reported living with HIV (32.6% vs. 20.2%; p < 0.001) than those in the standard text group. CONCLUSIONS Modifying the content and number of texts as an enhanced text messaging strategy was not sufficient to increase follow-up in an HPV-based cervical cancer screening program in western Kenya. A one-size approach to mHealth delivery does not meet the needs of all women in this region. More comprehensive programs are needed to improve linkage to care to further reduce structural and logistical barriers to cervical cancer treatment.
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Affiliation(s)
- Yujung Choi
- Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA.
| | | | - Lawrence P Park
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA
| | | | - Megan J Huchko
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA
- Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina, USA
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Choi Y, Ibrahim S, Park LP, Bukusi EA, Huchko MJ. The impact of text message reminders on uptake of cryotherapy among women testing positive for HPV in western Kenya. RESEARCH SQUARE 2023:rs.3.rs-2828978. [PMID: 37333183 PMCID: PMC10274960 DOI: 10.21203/rs.3.rs-2828978/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Background Mobile health (mHealth) has become an increasingly popular strategy to improve healthcare delivery and health outcomes. Communicating results and health education via text may facilitate program planning and promote better engagement in care for women undergoing human papillomavirus (HPV) screening. We sought to develop and evaluate an mHealth strategy with enhanced text messaging to improve follow-up throughout the cervical cancer screening cascade. Methods Women aged 25-65 participated in HPV testing in six community health campaigns (CHCs) in western Kenya. Women received their HPV results via text message, phone call, or home visit. Those who opted for text in the first four communities received "standard" texts. After completing the fourth CHC, we conducted two focus group discussions with women to develop an "enhanced" text strategy, including modifying the content, number, and timing of texts, for the subsequent two communities. We compared the overall receipt of results and follow-up for treatment evaluation among women in standard and enhanced text groups. Results Among 2,368 women who were screened in the first four communities, 566 (23.9%) received results via text, 1,170 (49.4%) via phone call, and 632 (26.7%) via home visit. In the communities where enhanced text notification was offered, 264 of the 935 screened women (28.2%) opted for text, 474 (51.2%) opted for phone call, and 192 (20.5%) for home visit. Among 555 women (16.8%) who tested HPV-positive, 257 (46.3%) accessed treatment, with no difference in treatment uptake between the standard text group (48/90, 53.3%) and the enhanced text group (22/41, 53.7%). More women in the enhanced text group had prior cervical cancer screening (25.8% vs. 18.4%; p < 0.05) and reported living with HIV (32.6% vs. 20.2%; p < 0.001) than those in the standard text group. Conclusions Modifying the content and number of texts as an enhanced text messaging strategy was not sufficient to increase follow-up in an HPV-based cervical cancer screening program in western Kenya. A one-size approach to mHealth delivery does not meet the needs of all women in this region. More comprehensive programs are needed to improve linkage to care to further reduce structural and logistical barriers to cervical cancer treatment.
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Rositch AF, Singh A, Lahrichi N, Paz-Soldan VA, Kohler-Smith A, Gravitt P, Gralla E. Planning for resilience in screening operations using discrete event simulation modeling: example of HPV testing in Peru. Implement Sci Commun 2022; 3:65. [PMID: 35715830 PMCID: PMC9204370 DOI: 10.1186/s43058-022-00302-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 04/27/2022] [Indexed: 12/04/2022] Open
Abstract
Background The World Health Organization (WHO) has called for the elimination of cervical cancer. Unfortunately, the implementation of cost-effective prevention and control strategies has faced significant barriers, such as insufficient guidance on best practices for resource and operations planning. Therefore, we demonstrate the value of discrete event simulation (DES) in implementation science research and practice, particularly to support the programmatic and operational planning for sustainable and resilient delivery of healthcare interventions. Our specific example shows how DES models can inform planning for scale-up and resilient operations of a new HPV-based screen and treat program in Iquitos, an Amazonian city of Peru. Methods Using data from a time and motion study and cervical cancer screening registry from Iquitos, Peru, we developed a DES model to conduct virtual experimentation with “what-if” scenarios that compare different workflow and processing strategies under resource constraints and disruptions to the screening system. Results Our simulations show how much the screening system’s capacity can be increased at current resource levels, how much variability in service times can be tolerated, and the extent of resilience to disruptions such as curtailed resources. The simulations also identify the resources that would be required to scale up for larger target populations or increased resilience to disruptions, illustrating the key tradeoff between resilience and efficiency. Thus, our results demonstrate how DES models can inform specific resourcing decisions but can also highlight important tradeoffs and suggest general “rules” for resource and operational planning. Conclusions Multilevel planning and implementation challenges are not unique to sustainable adoption of cervical cancer screening programs but represent common barriers to the successful scale-up of many preventative health interventions worldwide. DES represents a broadly applicable tool to address complex implementation challenges identified at the national, regional, and local levels across settings and health interventions—how to make effective and efficient operational and resourcing decisions to support program adaptation to local constraints and demands so that they are resilient to changing demands and more likely to be maintained with fidelity over time.
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Barrera Ferro D, Bayer S, Bocanegra L, Brailsford S, Díaz A, Gutiérrez-Gutiérrez EV, Smith H. Understanding no-show behaviour for cervical cancer screening appointments among hard-to-reach women in Bogotá, Colombia: A mixed-methods approach. PLoS One 2022; 17:e0271874. [PMID: 35867727 PMCID: PMC9307170 DOI: 10.1371/journal.pone.0271874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Accepted: 07/08/2022] [Indexed: 11/18/2022] Open
Abstract
The global burden of cervical cancer remains a concern and higher early mortality rates are associated with poverty and limited health education. However, screening programs continue to face implementation challenges, especially in developing country contexts. In this study, we use a mixed-methods approach to understand the reasons for no-show behaviour for cervical cancer screening appointments among hard-to-reach low-income women in Bogotá, Colombia. In the quantitative phase, individual attendance probabilities are predicted using administrative records from an outreach program (N = 23384) using both LASSO regression and Random Forest methods. In the qualitative phase, semi-structured interviews are analysed to understand patient perspectives (N = 60). Both inductive and deductive coding are used to identify first-order categories and content analysis is facilitated using the Framework method. Quantitative analysis shows that younger patients and those living in zones of poverty are more likely to miss their appointments. Likewise, appointments scheduled on Saturdays, during the school vacation periods or with lead times longer than 10 days have higher no-show risk. Qualitative data shows that patients find it hard to navigate the service delivery process, face barriers accessing the health system and hold negative beliefs about cervical cytology.
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Affiliation(s)
- David Barrera Ferro
- Southampton Business School, University of Southampton, Southampton, United Kingdom
- Departamento de Ingeniería Industrial, Pontificia Universidad Javeriana, Bogotá, Colombia
- * E-mail:
| | - Steffen Bayer
- Southampton Business School, University of Southampton, Southampton, United Kingdom
| | | | - Sally Brailsford
- Southampton Business School, University of Southampton, Southampton, United Kingdom
| | - Adriana Díaz
- Departamento de Ingeniería Industrial, Pontificia Universidad Javeriana, Bogotá, Colombia
| | | | - Honora Smith
- Mathematical Sciences, University of Southampton, Southampton, United Kingdom
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Olwanda EE, Kahn JG, Choi Y, Islam JY, Huchko M. Comparison of the costs of HPV testing through community health campaigns versus home-based testing in rural Western Kenya: a microcosting study. BMJ Open 2020; 10:e033979. [PMID: 33109637 PMCID: PMC7592277 DOI: 10.1136/bmjopen-2019-033979] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 07/29/2020] [Accepted: 09/21/2020] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES To estimate the cost of human papillomavirus (HPV)-based screening through community health campaigns (CHCs) and home-based testing. SETTING CHCs and home-based testing in six communities in rural Western Kenya. PARTICIPANTS CHCs and home-based screening reached 2297 and 1002 women aged 25-65 years, respectively. OUTCOME MEASURES Outcome measures were overall cost per woman screened achieved through the CHCs and home-based testing and the cost per woman for each activity comprising the screening intervention. RESULTS The mean cost per woman screened through CHCs and home-based testing were similar, at $37.7 (range $26.4-$52.0) and $37.1 (range $27.6-$54.0), respectively. For CHCs, personnel represented 49% of overall cost, supplies 25%, services 5% and capital goods 23%. For home-based testing, these were: personnel 73%, supplies 25%, services 1% and capital goods 2%. A greater number of participants was associated with a lower cost per participant. CONCLUSIONS The mean cost per woman screened is comparable for CHC and home-based testing, with differences in type of input. The CHCs generally reached more eligible women in the six communities, whereas home-based strategies more efficiently reached populations with low screening rates. TRIAL REGISTRATION NUMBER NCT02124252.
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Affiliation(s)
| | - James G Kahn
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
- Philip R. Lee Institute for Health Policy Studies, University of California, San Francisco, San Francisco, CA, USA
| | - Yujung Choi
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke University, Department of Obstetrics and Gynecology, Durham, NC, USA
| | - Jessica Yasmine Islam
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Megan Huchko
- Duke Global Health Institute, Duke University, Durham, NC, USA
- Duke University, Department of Obstetrics and Gynecology, Durham, NC, USA
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Huchko MJ, Olwanda E, Choi Y, Kahn JG. HPV
‐based cervical cancer screening in low‐resource settings: Maximizing the efficiency of community‐based strategies in rural Kenya. Int J Gynaecol Obstet 2020; 148:386-391. [DOI: 10.1002/ijgo.13090] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 08/30/2019] [Accepted: 11/07/2019] [Indexed: 12/24/2022]
Affiliation(s)
- Megan J. Huchko
- Duke Global Health InstituteDuke University Durham NC USA
- Department of Obstetrics and GynecologyDuke University School of Medicine Durham NC USA
| | - Easter Olwanda
- Center for Microbiology ResearchKenya Medical Research Institute Nairobi Kenya
| | - Yujung Choi
- Duke Global Health InstituteDuke University Durham NC USA
| | - James G. Kahn
- Department of Epidemiology and Biostatistics and Institutes for Health Policy Studies and Global Health SciencesUniversity of California San Francisco CA USA
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