Medication Adherence and Its Impact on Biochemical Outcomes and Quality of Life in Hypoparathyroidism and Related Endocrine–Metabolic Disorders: A Systematic Review and Meta-Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Search Strategy
2.3. Eligibility Criteria
2.4. Study and Data Selection
2.5. Quality Assessment
2.6. Evidence Base Consideration
2.7. Statistical Analysis and Data Synthesis
2.8. Meta-Analytic Outcomes
- Adherence Proportions: Pooled proportions of medication adherence were evaluated by initially performing a logit-based transformation of the data. The method stabilizes the variances and is suitable in pooling proportions.
- Quality of Life (QoL): The effect of adherence on quality of life was evaluated using a synthesis of standardized mean differences (SMD). This approach allows the combination of study results that may have used different scales or instruments to assess QoL.
- Serum Calcium Levels: The effect of adherence on serum calcium levels was estimated by summing the mean differences (MD) between the adherent and non-adherent groups.
- Hypocalcemia Events: The risk of hypocalcemia events was combined by summing the percentage of patients who experienced an event in each study and also logit-transformed.
2.9. Sensitivity and Bias Analysis
2.10. Registration and Protocol
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| PTH | Parathyroid hormone |
| RCT | Randomized controlled trial |
| HRQoL | Health-related quality of life |
| PRISMA | Preferred Reporting Items for Systematic Reviews and Meta-Analyses |
| SMD | Standardized mean difference |
| MD | Mean difference |
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| Database | Search Terms |
|---|---|
| PubMed | “hypoparathyroidism”, “medication adherence”, “calcium therapy”, “vitamin D”, “PTH” |
| Scopus | “hypoparathyroidism”, “medication adherence”, “quality of life”, “hypocalcemia” |
| Google Scholar | “Hypoparathyroidism”, “adherence to therapy”, “serum calcium levels”, “rhPTH” |
| Cochrane Library | “hypoparathyroidism”, “PTH therapy”, “medication adherence”, “calcium supplementation” |
| Analysis Type | Outcome | Model Type | Test for Heterogeneity | Heterogeneity Estimate (I2) | Heterogeneity Test (p-Value) | Publication Bias Test (p-Value) |
|---|---|---|---|---|---|---|
| Adherence | Adherence Effect Size | Mixed-effects model | QE (df = 10) | I2 = 95.21% | p < 0.0001 | p = 0.5825 (no bias) |
| Impact of Adherence on QoL | Standardized Mean Difference (SMD) for QoL | Mixed-effects model | QE (df = 10) | I2 = 87.0% | p < 0.0001 | p = 0.0337 (potential bias) |
| Serum Calcium Levels | Mean Difference (MD) | Mixed-effects model | QE (df = 9) | I2 = 90.5% | p < 0.0001 | p = 0.7116 (no bias) |
| Hypocalcemia Events | Proportion of Hypocalcemia | Random-effects model | - | I2 = 95.8% | p < 0.0001 | N/A |
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Alharbi, M.S. Medication Adherence and Its Impact on Biochemical Outcomes and Quality of Life in Hypoparathyroidism and Related Endocrine–Metabolic Disorders: A Systematic Review and Meta-Analysis. Endocrines 2026, 7, 5. https://doi.org/10.3390/endocrines7010005
Alharbi MS. Medication Adherence and Its Impact on Biochemical Outcomes and Quality of Life in Hypoparathyroidism and Related Endocrine–Metabolic Disorders: A Systematic Review and Meta-Analysis. Endocrines. 2026; 7(1):5. https://doi.org/10.3390/endocrines7010005
Chicago/Turabian StyleAlharbi, Mariam S. 2026. "Medication Adherence and Its Impact on Biochemical Outcomes and Quality of Life in Hypoparathyroidism and Related Endocrine–Metabolic Disorders: A Systematic Review and Meta-Analysis" Endocrines 7, no. 1: 5. https://doi.org/10.3390/endocrines7010005
APA StyleAlharbi, M. S. (2026). Medication Adherence and Its Impact on Biochemical Outcomes and Quality of Life in Hypoparathyroidism and Related Endocrine–Metabolic Disorders: A Systematic Review and Meta-Analysis. Endocrines, 7(1), 5. https://doi.org/10.3390/endocrines7010005
