Text Messaging Support for Patients Diagnosed With Impaired Glucose Tolerance During Pregnancy: Nonrandomized Pre-Post Implementation Study Assessing Impact on Postpartum Transitions of Care
Clinical Snapshot
PICO Framework
| P — Population | Patients diagnosed with impaired glucose tolerance (IGT) during pregnancy who did not develop gestational diabetes mellitus, receiving prenatal care at a northeastern US academic tertiary care center |
| I — Intervention | BRIDGE program: 12-week text-based postpartum support program with two arms - BRIDGE- (SMS messaging alone) and BRIDGE+ (SMS messaging plus IGT-focused postpartum visit) |
| C — Comparator | Historical control population from 19 months prior to implementation |
| O — Outcomes | Primary: HbA1c completion by 1 year postpartum and PCP visit scheduling by 12 weeks postpartum. Secondary: HbA1c completion by 12 weeks, PCP visit attendance, IGT counseling rates |
Bottom Line
This pre-post implementation study demonstrates that SMS text messaging support significantly improves postpartum diabetes screening and primary care engagement among women with pregnancy-related impaired glucose tolerance. The BRIDGE program tripled HbA1c completion rates and doubled PCP visit scheduling compared to historical controls, with large effect sizes suggesting clinical importance. While the non-randomised design limits causal inference, the intervention appears feasible, low-cost, and addresses a significant gap in postpartum care for this high-risk population. The findings support implementing SMS-based support programs to improve transitions of care, though a randomised trial would strengthen the evidence base. Clinicians should note that while visit scheduling improved, quality of diabetes counseling during primary care visits remained suboptimal, highlighting the need for provider education alongside patient-focused interventions.
Key Findings
P Value: Not explicitly reported but confidence intervals exclude null
Effect Size: HbA1c completion aOR 4.28; PCP visit scheduling aOR 9.58
Primary Outcome: HbA1c completion by 1 year: 39.8% vs 12.5% (historical); PCP visit scheduling by 12 weeks: 31.0% vs 12.0%
Nnt Or Sensitivity: NNT approximately 4 for HbA1c completion, 5 for PCP visit scheduling
Confidence Interval: HbA1c: 95% CI 2.71-6.78; PCP visits: 95% CI 4.39-20.9
Clinical Application
High - SMS technology is widely available and low-cost; requires minimal healthcare resources Highly relevant to Australian practice; aligns with RACGP diabetes prevention guidelines and could integrate with existing pregnancy care pathways under Medicare Women with IGT during pregnancy in tertiary and secondary care obstetric settings
Abstract
BACKGROUND: Patients with impaired glucose tolerance (IGT) identified during pregnancy who do not develop gestational diabetes mellitus (GDM) often do not receive additional interventions for their long-term metabolic risks. OBJECTIVE: This nonrandomized pre-post implementation study reports the design process and initial program evaluation for Better Follow-up of Impaired Glucose Tolerance (BRIDGE), a 12-week text-based postpartum support program promoting hemoglobin A1c (HbA1c) completion and primary care provider (PCP) visit scheduling for patients diagnosed with IGT during pregnancy, assessing improvement in desired postpartum transition milestones. The 19-month program was divided into 2 arms lasting 9.5 months each, BRIDGE- (SMS text messaging support alone; October 2021-July 2022) and BRIDGE+ (SMS text messaging and IGT-focused postpartum visit; July 2022-April 2023). We aimed to assess whether BRIDGE improved desired postpartum transition milestones. METHODS: Patients were eligible for BRIDGE if they received prenatal care at the study site (a northeastern US academic tertiary care center), were diagnosed with IGT during pregnancy, never developed GDM, and could receive English text messages. We performed a program evaluation using a pre/postimplementation design, comparing outcomes for the BRIDGE population to a 19-month historical population. Primary outcomes were (1) completion of HbA1c testing by 1 year postpartum and (2) PCP visit scheduling by 12 weeks postpartum. A comparative analysis between BRIDGE- and BRIDGE+ was performed. Multivariable logistic regressions controlled for the history of IGT after stepwise backward elimination. RESULTS: In the program evaluation, 503 individuals were included (n=342 in historical population, n=82 in BRIDGE- population, and n=79 in BRIDGE+ population), with similar demographic and clinical characteristics across populations. A total of 212 individuals were screened for eligibility in BRIDGE, and 161 individuals participated in the program. BRIDGE participants had increased odds of HbA1c completion by 1 year postpartum (39.8% vs 12.5%; adjusted odds ratio [aOR] 4.28, 95% CI 2.71-6.78) and PCP visit scheduling (31.0% vs 12.0%; aOR 9.58, 95% CI 4.39-20.9) compared to the historical population. BRIDGE+ patients were more likely to complete HbA1c testing by 12 weeks postpartum than BRIDGE- participants. Most patients attended scheduled PCP visits, but rates of IGT counseling at PCP visits were low. CONCLUSIONS: Individuals with IGT rarely receive targeted interventions during pregnancy or delivery hospitalization. This innovative study demonstrates that individuals with IGT have high rates of uptake for postpartum SMS text messaging support, which tripled completion rates of HbA1c screening within 1 year postpartum and doubled the scheduling rate for PCP visits by 12 weeks postpartum. While attendance at scheduled PCP visits was very high, <60% of PCP visits included IGT counseling, highlighting key improvement areas in the quality of postpartum transitions to primary care. While a randomized trial is needed to ascertain definitive impact, SMS text messaging support may be an effective tool to improve postpartum transitions of care for this underserved population.
References
- 1.Kumar, N. R., Bender, W., & Durnwald, C. (2026). Text messaging support for patients diagnosed with impaired glucose tolerance during pregnancy: Nonrandomized pre-post implementation study assessing impact on postpartum transitions of care. Journal of Medical Internet Research, 28(6), e76493. https://doi.org/10.2196/76493
Related Research
Acta obstetricia et gynecologica Scandinavica
ChatGPT in urogynecology: Comparing large language model responses to human experts
3 Aug 2026
Ultrasound in medicine & biology
A Systematic Review: The Application of Attention Mechanisms in Medical Ultrasound Image Processing
2 Aug 2026
Preventing chronic disease
Reducing Rates of Cesarean Delivery in Rural US Communities: A Systematic Review of Interventions and Approaches to Care
31 July 2026
This content is for educational purposes for healthcare professionals only and does not constitute clinical advice. Clinical decisions should be based on individual patient assessment, current guidelines, and appropriate specialist consultation. Editorial Standards · Privacy Policy · Terms of Service