Robin L. Page
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Interests
Robin L. Page has a total of 77 co-authors. Here are the top co-authors by number of shared publications:
- Kobi V. Ajayi
Texas A&M University
3 shared publications Amy M. Burdette
Department of Sociology and Public Health Program, Florida State University, Tallahassee, USA
2 shared publicationsAngeles Nava
Texas Woman’s University Nelda C. Stark College of Nursing Houston Texas USA
2 shared publicationsBrandie DePaoli Taylor
Advocate Aurora Research Institute, Milwaukee, USA
2 shared publications- Cindy Weston
College of Nursing, UNT Health, Fort Worth, Texas (Drs Gruben, Weston, and Wells-Beede)
2 shared publications Gabriel Neal
Department of Primary Care and Rural Medicine, Texas A&M College of Medicine, Bryan, USA
2 shared publications
Latest Publications
- Open Access
- 5 October 2026
- Published by Elsevier in Nursing for Women's Health
Understanding the Needs of Spanish-Speaking First-Time Mothers in Nurse–Family Partnership: Quantitative Findings and Nurse Practice Insights
- 5 October 2026
- Published by Elsevier in Nursing for Women's Health
Open AccessUnderstanding the Needs of Spanish-Speaking First-Time Mothers in Nurse–Family Partnership: Quantitative Findings and Nurse Practice Insights
- Open Access
- 24 September 2026
- Published by JMIR Publications Inc. in JMIR Preprints
Factors that influence fathers’ involvement during the postpartum period: A scoping review protocol (Preprint)
BACKGROUND Fathers’ involvement during the postpartum period contributes to positive health outcomes for mothers and infants. However, fathers can face challenges that prevent them from being engaged and are often overlooked within clinical and public health care contexts. OBJECTIVE The objective of this scoping review is to identify, map, and summarize available evidence on factors that influence fathers’ involvement during the postpartum period. METHODS This review will be conducted in accordance with the JBI methodology for scoping reviews and reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis extension for Scoping Reviews (PRISMA-ScR). Medline (Ovid), APA PsycINFO (Ebsco), and CINAHL (Ebsco) databases will be systematically searched for quantitative, qualitative, and mixed methods research studies and reviews published after 2000 to capture the contemporary evidence on fathers’ involvement during the postpartum period. First, titles and abstracts will be screened by two reviewers, followed by full-text review. Eligibility criteria include fathers, both biological fathers and persons who take on the paternal role of an infant, involvement during the postpartum period. Involvement includes fathers providing support for both the mother and infant, including their presence, availability, and active engagement. Studies must take place in the United States, there are no limitations on context (e.g., hospital, home, and clinic). Extracted data will be analyzed using content analysis. Findings will be presented in tabular form, accompanied by a narrative summary. RESULTS This review will begin in October 2026 by conducting the finalized database searches. Screening will be completed in February 2027, data extraction in May 2027, and analysis by August 2027, with the manuscript submitted for publication by October 2027. CONCLUSIONS Findings will provide a comprehensive overview of the factors that influence fathers’ involvement during the postpartum period. The review will highlight barriers and facilitators to fathers’ involvement, with implications for clinical practice and public health interventions to better support fathers’ engagement with mothers and infants during the postpartum period. CLINICALTRIAL OSF: https://doi.org/10.17605/OSF.IO/HAET6
- 24 September 2026
- Published by JMIR Publications Inc. in JMIR Preprints
Open AccessFactors that influence fathers’ involvement during the postpartum period: A scoping review protocol (Preprint)
BACKGROUND Fathers’ involvement during the postpartum period contributes to positive health outcomes for mothers and infants. However, fathers can face challenges that prevent them from being engaged and are often overlooked within clinical and public health care contexts. OBJECTIVE The objective of this scoping review is to identify, map, and summarize available evidence on factors that influence fathers’ involvement during the postpartum period. METHODS This review will be conducted in accordance with the JBI methodology for scoping reviews and reported using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis extension for Scoping Reviews (PRISMA-ScR). Medline (Ovid), APA PsycINFO (Ebsco), and CINAHL (Ebsco) databases will be systematically searched for quantitative, qualitative, and mixed methods research studies and reviews published after 2000 to capture the contemporary evidence on fathers’ involvement during the postpartum period. First, titles and abstracts will be screened by two reviewers, followed by full-text review. Eligibility criteria include fathers, both biological fathers and persons who take on the paternal role of an infant, involvement during the postpartum period. Involvement includes fathers providing support for both the mother and infant, including their presence, availability, and active engagement. Studies must take place in the United States, there are no limitations on context (e.g., hospital, home, and clinic). Extracted data will be analyzed using content analysis. Findings will be presented in tabular form, accompanied by a narrative summary. RESULTS This review will begin in October 2026 by conducting the finalized database searches. Screening will be completed in February 2027, data extraction in May 2027, and analysis by August 2027, with the manuscript submitted for publication by October 2027. CONCLUSIONS Findings will provide a comprehensive overview of the factors that influence fathers’ involvement during the postpartum period. The review will highlight barriers and facilitators to fathers’ involvement, with implications for clinical practice and public health interventions to better support fathers’ engagement with mothers and infants during the postpartum period. CLINICALTRIAL OSF: https://doi.org/10.17605/OSF.IO/HAET6
- Open Access
- 15 December 2025
- Published by SAGE Publications in Journal of Primary Care & Community Health
- Vol. 16
Maternal Chronic Disease Prevention in Rural America: A Life Course Perspective
Purpose: This commentary examines the complex maternal health landscape in rural America, highlighting the structural barriers to effective chronic disease management. We provide recommendations to center chronic disease management using a life course approach. Conclusions: Women in rural areas face significantly higher maternal mortality and morbidity rates than their urban counterparts, largely due to a disproportionate burden of chronic disease conditions such as gestational diabetes, preeclampsia, cardiomyopathy, and mental health disorders. These disparities are deeply rooted in the unequal distribution of systemic and structural determinants of health. We call for a system-level approach related to primary, secondary, and tertiary prevention efforts to improve maternal health in rural areas, based on the life course perspective.
- 15 December 2025
- Published by SAGE Publications in Journal of Primary Care & Community Health
- Vol. 16
Open AccessMaternal Chronic Disease Prevention in Rural America: A Life Course Perspective
Purpose: This commentary examines the complex maternal health landscape in rural America, highlighting the structural barriers to effective chronic disease management. We provide recommendations to center chronic disease management using a life course approach. Conclusions: Women in rural areas face significantly higher maternal mortality and morbidity rates than their urban counterparts, largely due to a disproportionate burden of chronic disease conditions such as gestational diabetes, preeclampsia, cardiomyopathy, and mental health disorders. These disparities are deeply rooted in the unequal distribution of systemic and structural determinants of health. We call for a system-level approach related to primary, secondary, and tertiary prevention efforts to improve maternal health in rural areas, based on the life course perspective.
- Open Access
- 22 November 2025
- Published by Springer Nature in Journal of Religion and Health
- Vol. 65 (2) , 1870-1886
Religiosity, Telomere Length and Preterm Birth Among Mexican and African American Women in Texas
We conducted a cross sectional study of 175 pregnant women (100 Mexican and 75 African American women) recruited from three prenatal clinics in Central and East Texas. This study explored the relationships between religiosity, telomere length, and preterm birth. Results indicated a significant association between telomere length and birth outcomes, with shorter telomeres observed in preterm births compared to full-term births. Mexican women attended religious activities more frequently, while African American women tended to rely on religious or spiritual beliefs to address daily challenges. Mediation analysis revealed that more frequent religious service attendance showed an association with lower preterm birth risk via telomere length on the risk-difference scale of 0.03 (95% CI 0.001 to 0.079; P = 0.04) when comparing women who never attend with those who attend every week or more. Higher self-reported religiosity showed an association with lower preterm birth risk independent of telomere length on the risk-difference scale of 0.17 (95% CI 0.036 to 0.309; P = 0.02) when comparing women who are not religious at all with those who are very religious. Future research is needed to investigate the complex interactions among these factors using longitudinal designs and larger sample sizes, to inform the development of effective strategies for preventing preterm birth.
- 22 November 2025
- Published by Springer Nature in Journal of Religion and Health
- Vol. 65 (2) , 1870-1886
Open AccessReligiosity, Telomere Length and Preterm Birth Among Mexican and African American Women in Texas
We conducted a cross sectional study of 175 pregnant women (100 Mexican and 75 African American women) recruited from three prenatal clinics in Central and East Texas. This study explored the relationships between religiosity, telomere length, and preterm birth. Results indicated a significant association between telomere length and birth outcomes, with shorter telomeres observed in preterm births compared to full-term births. Mexican women attended religious activities more frequently, while African American women tended to rely on religious or spiritual beliefs to address daily challenges. Mediation analysis revealed that more frequent religious service attendance showed an association with lower preterm birth risk via telomere length on the risk-difference scale of 0.03 (95% CI 0.001 to 0.079; P = 0.04) when comparing women who never attend with those who attend every week or more. Higher self-reported religiosity showed an association with lower preterm birth risk independent of telomere length on the risk-difference scale of 0.17 (95% CI 0.036 to 0.309; P = 0.02) when comparing women who are not religious at all with those who are very religious. Future research is needed to investigate the complex interactions among these factors using longitudinal designs and larger sample sizes, to inform the development of effective strategies for preventing preterm birth.
- Open Access
- 20 August 2025
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 22 (8) , 1304
Cultural Adaptation of the Mothers and Babies Online Course for Black Mothers with Preterm Infants: A Delphi Study
With persistent racial inequities, cultural adaptations of health programs can promote equitable maternal mental health. Despite the intersecting identities of Black mothers with preterm birth combined with racial discrimination, previous mental health programs in the neonatal intensive care unit (NICU) are void of the sociocultural context that perpetuates racially motivated care. This study uses a two-round Delphi process to gather knowledge on the cultural appropriateness and content validity of the adapted Mothers and Babies Online Course, a United States Prevention Service Task Force-recommended intervention for managing mental health symptoms in pregnant and new mothers for Black mothers with preterm birth. The Black feminist theory and cultural adaptation strategies were used to conceptualize the adaptation process. Opinions were solicited from Black mothers and professionals based on predetermined criteria. Eleven participants, comprising eight mothers and three professionals, participated in Round One. Of these, only one professional did not participate in Round Two, totaling 10 participants who participated in Round Two. The participants rated the adapted program—eMB 4 Blackmamas, positively, and four themes emerged, substantiating the importance of culturally responsive mental health. The themes also offered additional feedback related to improving the program delivery. Including diverse stakeholders in mental health research offers unique and balanced insights into designing culturally appropriate programs to promote and protect Black maternal mental health in the NICU.
- 20 August 2025
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 22 (8) , 1304
Open AccessCultural Adaptation of the Mothers and Babies Online Course for Black Mothers with Preterm Infants: A Delphi Study
With persistent racial inequities, cultural adaptations of health programs can promote equitable maternal mental health. Despite the intersecting identities of Black mothers with preterm birth combined with racial discrimination, previous mental health programs in the neonatal intensive care unit (NICU) are void of the sociocultural context that perpetuates racially motivated care. This study uses a two-round Delphi process to gather knowledge on the cultural appropriateness and content validity of the adapted Mothers and Babies Online Course, a United States Prevention Service Task Force-recommended intervention for managing mental health symptoms in pregnant and new mothers for Black mothers with preterm birth. The Black feminist theory and cultural adaptation strategies were used to conceptualize the adaptation process. Opinions were solicited from Black mothers and professionals based on predetermined criteria. Eleven participants, comprising eight mothers and three professionals, participated in Round One. Of these, only one professional did not participate in Round Two, totaling 10 participants who participated in Round Two. The participants rated the adapted program—eMB 4 Blackmamas, positively, and four themes emerged, substantiating the importance of culturally responsive mental health. The themes also offered additional feedback related to improving the program delivery. Including diverse stakeholders in mental health research offers unique and balanced insights into designing culturally appropriate programs to promote and protect Black maternal mental health in the NICU.
- Open Access
- 27 September 2024
- Published by SAGE Publications in Digital Health
- Vol. 10
Maternal health applications: Qualitative findings of user needs
Objective: This study sought to understand the current experiences and subsequent needs of digital maternal health application users based on an interdisciplinary analysis of features currently available in the digital marketplace (including mobile applications and mobile-friendly websites). Methods: Following secondary analysis of previously collected interview and focus group data, we used qualitative thematic analysis to observe recurring themes within current maternal health applications and prospective augmentation of related technology for future development. Results: Study findings suggested tailored features would best serve the target population, and eleven unique themes comprising additions and improvements to maternal health applications emerged. These included seven major areas: improved mental health support, need for forums and support groups, lack of lactation and breastfeeding support, lack of quality food and nutrition access and product finders, minimal financial literacy information, tailored culturally competent information, and need for localized information and resources. Findings also suggested four main improvements for digital offerings in the current maternal health space: increased emphasis on resources available for postpartum care, importance of minimizing the number of hubs used, need for making information more digestible by ensuring it is written, edited, and provided at appropriate reading levels by more coordinated interaction of words and graphics, and ensuring the trust and credibility of such applications. Conclusions: Maternal health applications are improving; however, more features can be added in a localized manner. Additional improvements could be made to current offerings, maximizing the utility of applications, especially in hard-to-reach areas such as maternity care deserts. With the advent of artificial intelligence, developers are poised with the ability to make platforms more focused and tailored for their users.
- 27 September 2024
- Published by SAGE Publications in Digital Health
- Vol. 10
Open AccessMaternal health applications: Qualitative findings of user needs
Objective: This study sought to understand the current experiences and subsequent needs of digital maternal health application users based on an interdisciplinary analysis of features currently available in the digital marketplace (including mobile applications and mobile-friendly websites). Methods: Following secondary analysis of previously collected interview and focus group data, we used qualitative thematic analysis to observe recurring themes within current maternal health applications and prospective augmentation of related technology for future development. Results: Study findings suggested tailored features would best serve the target population, and eleven unique themes comprising additions and improvements to maternal health applications emerged. These included seven major areas: improved mental health support, need for forums and support groups, lack of lactation and breastfeeding support, lack of quality food and nutrition access and product finders, minimal financial literacy information, tailored culturally competent information, and need for localized information and resources. Findings also suggested four main improvements for digital offerings in the current maternal health space: increased emphasis on resources available for postpartum care, importance of minimizing the number of hubs used, need for making information more digestible by ensuring it is written, edited, and provided at appropriate reading levels by more coordinated interaction of words and graphics, and ensuring the trust and credibility of such applications. Conclusions: Maternal health applications are improving; however, more features can be added in a localized manner. Additional improvements could be made to current offerings, maximizing the utility of applications, especially in hard-to-reach areas such as maternity care deserts. With the advent of artificial intelligence, developers are poised with the ability to make platforms more focused and tailored for their users.
- Open Access
- 14 August 2024
- Published by Springer Nature in Archives of Gynecology and Obstetrics
- Vol. 311 (6) , 1591-1598
Maternal peripheral blood telomere length and preterm birth in African American women: a pilot study
Purpose: This study aimed to explore the association between preterm birth and telomere length of maternal peripheral blood in African American women. Methods: 78 African American women were recruited for this study between 2018 and 2023 from 2 prenatal clinics in central and east Texas. Participants provided blood samples and completed clinic questionnaires, with clinical data collected from their post-delivery medical records. Telomere length was measured using monochrome multiplex quantitative real-time polymerase chain reaction. Linear regression and multinomial logistic regression were used to analyze the association between telomere length and gestational length. Kruskal–Wallis’s test and Fisher’s exact test were used to compare preterm birth, early-term birth and full-term birth by telomere length, social-demographic characteristics, stress and discrimination. Results: The rates of preterm birth was higher in pregnant women with shorter telomeres. After adjusting for confounders, for every 10-units increase in the relative telomere-to-single-copy gene (T/S) ratio, gestational days increased by 1.090 days (90% CI 0.182, 1.997), and for every 10-units decrease in the T/S ratio, the odds of preterm birth was 2.664 (90% CI 1.064, 6.673) times greater than the odds of full-term birth. No statistically significant associations were observed between stress, discrimination, and either preterm birth or telomere length. Conclusions: Maternal peripheral blood telomere shortening is associated with preterm birth, providing support to further explore the clinical utility of maternal telomere testing for prediction and early intervention of preterm birth and the study of biological mechanisms of spontaneous preterm birth.
- 14 August 2024
- Published by Springer Nature in Archives of Gynecology and Obstetrics
- Vol. 311 (6) , 1591-1598
Open AccessMaternal peripheral blood telomere length and preterm birth in African American women: a pilot study
Purpose: This study aimed to explore the association between preterm birth and telomere length of maternal peripheral blood in African American women. Methods: 78 African American women were recruited for this study between 2018 and 2023 from 2 prenatal clinics in central and east Texas. Participants provided blood samples and completed clinic questionnaires, with clinical data collected from their post-delivery medical records. Telomere length was measured using monochrome multiplex quantitative real-time polymerase chain reaction. Linear regression and multinomial logistic regression were used to analyze the association between telomere length and gestational length. Kruskal–Wallis’s test and Fisher’s exact test were used to compare preterm birth, early-term birth and full-term birth by telomere length, social-demographic characteristics, stress and discrimination. Results: The rates of preterm birth was higher in pregnant women with shorter telomeres. After adjusting for confounders, for every 10-units increase in the relative telomere-to-single-copy gene (T/S) ratio, gestational days increased by 1.090 days (90% CI 0.182, 1.997), and for every 10-units decrease in the T/S ratio, the odds of preterm birth was 2.664 (90% CI 1.064, 6.673) times greater than the odds of full-term birth. No statistically significant associations were observed between stress, discrimination, and either preterm birth or telomere length. Conclusions: Maternal peripheral blood telomere shortening is associated with preterm birth, providing support to further explore the clinical utility of maternal telomere testing for prediction and early intervention of preterm birth and the study of biological mechanisms of spontaneous preterm birth.
- Open Access
- 29 November 2023
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 18 (11) , e0294996
Maternal exposure to SSRIs or SNRIs and the risk of congenital abnormalities in offspring: A systematic review and meta-analysis
Background: The association of maternal exposure to selective serotonin reuptake inhibitors (SSRIs) or serotonin and norepinephrine reuptake inhibitors (SNRIs) with the risk of system-specific congenital malformations in offspring remains unclear. We conducted a meta-analysis to examine this association and the risk difference between these two types of inhibitors. Methods: A literature search was performed from January 2000 to May 2023 using PubMed and Web of Science databases. Cohort and case-control studies that assess the association of maternal exposure to SSRIs or SNRIs with the risk of congenital abnormalities were eligible for the study. Results: Twenty-one cohort studies and seven case-control studies were included in the meta-analysis. Compared to non-exposure, maternal exposure to SNRIs is associated with a higher risk of congenital cardiovascular abnormalities (pooled OR: 1.64 with 95% CI: 1.36, 1.97), anomalies of the kidney and urinary tract (pooled OR: 1.63 with 95% CI: 1.21, 2.20), malformations of nervous system (pooled OR: 2.28 with 95% CI: 1.50, 3.45), anomalies of digestive system (pooled OR: 2.05 with 95% CI: 1.60, 2.64) and abdominal birth defects (pooled OR: 2.91 with 95%CI: 1.98, 4.28), while maternal exposure to SSRIs is associated with a higher risk of congenital cardiovascular abnormalities (pooled OR: 1.25 with 95%CI: 1.20, 1.30), anomalies of the kidney and urinary tract (pooled OR: 1.14 with 95%CI: 1.02, 1.27), anomalies of digestive system (pooled OR: 1.11 with 95%CI: 1.01, 1.21), abdominal birth defects (pooled OR: 1.33 with 95%CI: 1.16, 1.53) and musculoskeletal malformations (pooled OR: 1.44 with 95%CI: 1.32, 1.56). Conclusions: SSRIs and SNRIs have various teratogenic risks. Clinicians must consider risk-benefit ratios and patient history when prescribing medicines.
- 29 November 2023
- Published by Public Library of Science (PLoS) in PLOS ONE
- Vol. 18 (11) , e0294996
Open AccessMaternal exposure to SSRIs or SNRIs and the risk of congenital abnormalities in offspring: A systematic review and meta-analysis
Background: The association of maternal exposure to selective serotonin reuptake inhibitors (SSRIs) or serotonin and norepinephrine reuptake inhibitors (SNRIs) with the risk of system-specific congenital malformations in offspring remains unclear. We conducted a meta-analysis to examine this association and the risk difference between these two types of inhibitors. Methods: A literature search was performed from January 2000 to May 2023 using PubMed and Web of Science databases. Cohort and case-control studies that assess the association of maternal exposure to SSRIs or SNRIs with the risk of congenital abnormalities were eligible for the study. Results: Twenty-one cohort studies and seven case-control studies were included in the meta-analysis. Compared to non-exposure, maternal exposure to SNRIs is associated with a higher risk of congenital cardiovascular abnormalities (pooled OR: 1.64 with 95% CI: 1.36, 1.97), anomalies of the kidney and urinary tract (pooled OR: 1.63 with 95% CI: 1.21, 2.20), malformations of nervous system (pooled OR: 2.28 with 95% CI: 1.50, 3.45), anomalies of digestive system (pooled OR: 2.05 with 95% CI: 1.60, 2.64) and abdominal birth defects (pooled OR: 2.91 with 95%CI: 1.98, 4.28), while maternal exposure to SSRIs is associated with a higher risk of congenital cardiovascular abnormalities (pooled OR: 1.25 with 95%CI: 1.20, 1.30), anomalies of the kidney and urinary tract (pooled OR: 1.14 with 95%CI: 1.02, 1.27), anomalies of digestive system (pooled OR: 1.11 with 95%CI: 1.01, 1.21), abdominal birth defects (pooled OR: 1.33 with 95%CI: 1.16, 1.53) and musculoskeletal malformations (pooled OR: 1.44 with 95%CI: 1.32, 1.56). Conclusions: SSRIs and SNRIs have various teratogenic risks. Clinicians must consider risk-benefit ratios and patient history when prescribing medicines.
- 25 May 2023
- Published by SAGE Publications in Public Health Reports®
- Vol. 138 (1_suppl) , 36S-41S
Patient-Centered Care Through Nurse Practitioner–Led Integrated Behavioral Health: A Case Study
Integrated behavioral health can improve primary care and mental health outcomes. Access to behavioral health and primary care services in Texas is in crisis because of high uninsurance rates, regulatory restrictions, and lack of workforce. To address gaps in access to care, a partnership formed among a large local mental health authority in central Texas, a federally designated rural health clinic, and the Texas A&M University School of Nursing to create an interprofessional team-based health care delivery model led by nurse practitioners in rural and medically underserved areas of central Texas. Academic–practice partners identified 5 clinics for an integrated behavioral health care delivery model. From July 1, 2020, through December 31, 2021, a total of 3183 patient visits were completed. Patients were predominantly female (n = 1719, 54%) and Hispanic (n = 1750, 55%); 1050 (33%) were living at or below the federal poverty level; and 1400 (44%) were uninsured. The purpose of this case study was to describe the first year of implementation of the integrated health care delivery model, barriers to implementation, challenges to sustainability, and successes. We analyzed data from multiple sources, including meeting minutes and agendas, grant reports, direct observations of clinic flow, and interviews with clinic staff, and identified common qualitative themes (eg, challenges to integration, sustainability of integration, outcome successes). Results revealed implementation challenges with the electronic health record, service integration, low staffing levels during a global pandemic, and effective communication. We also examined 2 patient cases to illustrate the success of integrated behavioral health and highlighted lessons learned from the implementation process, including the need for a robust electronic health record and organizational flexibility.
- 25 May 2023
- Published by SAGE Publications in Public Health Reports®
- Vol. 138 (1_suppl) , 36S-41S
Patient-Centered Care Through Nurse Practitioner–Led Integrated Behavioral Health: A Case Study
Integrated behavioral health can improve primary care and mental health outcomes. Access to behavioral health and primary care services in Texas is in crisis because of high uninsurance rates, regulatory restrictions, and lack of workforce. To address gaps in access to care, a partnership formed among a large local mental health authority in central Texas, a federally designated rural health clinic, and the Texas A&M University School of Nursing to create an interprofessional team-based health care delivery model led by nurse practitioners in rural and medically underserved areas of central Texas. Academic–practice partners identified 5 clinics for an integrated behavioral health care delivery model. From July 1, 2020, through December 31, 2021, a total of 3183 patient visits were completed. Patients were predominantly female (n = 1719, 54%) and Hispanic (n = 1750, 55%); 1050 (33%) were living at or below the federal poverty level; and 1400 (44%) were uninsured. The purpose of this case study was to describe the first year of implementation of the integrated health care delivery model, barriers to implementation, challenges to sustainability, and successes. We analyzed data from multiple sources, including meeting minutes and agendas, grant reports, direct observations of clinic flow, and interviews with clinic staff, and identified common qualitative themes (eg, challenges to integration, sustainability of integration, outcome successes). Results revealed implementation challenges with the electronic health record, service integration, low staffing levels during a global pandemic, and effective communication. We also examined 2 patient cases to illustrate the success of integrated behavioral health and highlighted lessons learned from the implementation process, including the need for a robust electronic health record and organizational flexibility.
- Open Access
- 14 October 2021
- Published by JMIR Publications Inc. in JMIR mHealth and uHealth
- Vol. 9 (10) , e30404
Characteristics and Quality of Mobile Apps Containing Prenatal Genetic Testing Information: Systematic App Store Search and Assessment
Background: Prenatal genetic testing is an essential part of routine prenatal care. Yet, obstetricians often lack the time to provide comprehensive prenatal genetic testing education to their patients. Pregnant women lack prenatal genetic testing knowledge, which may hinder informed decision-making during their pregnancies. Due to the rapid growth of technology, mobile apps are a potentially valuable educational tool through which pregnant women can learn about prenatal genetic testing and improve the quality of their communication with obstetricians. The characteristics, quality, and number of available apps containing prenatal genetic testing information are, however, unknown. Objective: This study aims to conduct a firstreview to identify, evaluate, and summarize currently available mobile apps that contain prenatal genetic testing information using a systematic approach. Methods: We searched both the Apple App Store and Google Play for mobile apps containing prenatal genetic testing information. The quality of apps was assessed based on the criteria adopted from two commonly used and validated mobile app scoring systems, including the Mobile Application Rating Scale (MARS) and the APPLICATIONS evaluation criteria. Results: A total of 64 mobile apps were identified. Of these, only 2 apps were developed for a specific prenatal genetic test. All others were either pregnancy-related (61/64, 95%) or genetics-related (1/64, 2%) apps that provided prenatal genetic testing information. The majority of the apps (49/64, 77%) were developed by commercial companies. The mean quality assessment score of the included apps was 13.5 (SD 2.9), which was equal to the average of possible theoretical score. Overall, the main weaknesses of mobile apps in this review included the limited number of prenatal genetic tests mentioned; incomprehensiveness of testing information; unreliable and missing information sources; absence of developmental testing with users (not evidence based); high level of readability; and the lack of visual information, customization, and a text search field. Conclusions: Our findings suggest that the quality of mobile apps with prenatal genetic testing information must be improved and that pregnant women should be cautious when using these apps for prenatal genetic testing information. Obstetricians should carefully examine mobile apps before referring any of them to their patients for use as an educational tool. Both improving the quality of existing mobile apps, and developing new, evidence-based, high-quality mobile apps targeting all prenatal genetic tests should be the focus of mobile app developers going forward.
- 14 October 2021
- Published by JMIR Publications Inc. in JMIR mHealth and uHealth
- Vol. 9 (10) , e30404
Open AccessCharacteristics and Quality of Mobile Apps Containing Prenatal Genetic Testing Information: Systematic App Store Search and Assessment
Background: Prenatal genetic testing is an essential part of routine prenatal care. Yet, obstetricians often lack the time to provide comprehensive prenatal genetic testing education to their patients. Pregnant women lack prenatal genetic testing knowledge, which may hinder informed decision-making during their pregnancies. Due to the rapid growth of technology, mobile apps are a potentially valuable educational tool through which pregnant women can learn about prenatal genetic testing and improve the quality of their communication with obstetricians. The characteristics, quality, and number of available apps containing prenatal genetic testing information are, however, unknown. Objective: This study aims to conduct a firstreview to identify, evaluate, and summarize currently available mobile apps that contain prenatal genetic testing information using a systematic approach. Methods: We searched both the Apple App Store and Google Play for mobile apps containing prenatal genetic testing information. The quality of apps was assessed based on the criteria adopted from two commonly used and validated mobile app scoring systems, including the Mobile Application Rating Scale (MARS) and the APPLICATIONS evaluation criteria. Results: A total of 64 mobile apps were identified. Of these, only 2 apps were developed for a specific prenatal genetic test. All others were either pregnancy-related (61/64, 95%) or genetics-related (1/64, 2%) apps that provided prenatal genetic testing information. The majority of the apps (49/64, 77%) were developed by commercial companies. The mean quality assessment score of the included apps was 13.5 (SD 2.9), which was equal to the average of possible theoretical score. Overall, the main weaknesses of mobile apps in this review included the limited number of prenatal genetic tests mentioned; incomprehensiveness of testing information; unreliable and missing information sources; absence of developmental testing with users (not evidence based); high level of readability; and the lack of visual information, customization, and a text search field. Conclusions: Our findings suggest that the quality of mobile apps with prenatal genetic testing information must be improved and that pregnant women should be cautious when using these apps for prenatal genetic testing information. Obstetricians should carefully examine mobile apps before referring any of them to their patients for use as an educational tool. Both improving the quality of existing mobile apps, and developing new, evidence-based, high-quality mobile apps targeting all prenatal genetic tests should be the focus of mobile app developers going forward.