Reproductive Health Consultation Analysis - Comprehensive Overview
1. Consultation Overview
Total Unique Users: 5,199
Repeat Users: 123
Completed Consultations (Rx Added): 2,074 (≈39.9%)
Not Completed Consultations (No Rx): 2,986 (≈57.4%)
Unprotected Sex-Related Queries: 93
Analysis: The low completion rate indicates a significant drop-off. Many users seek only initial guidance or resolve issues independently. Improving follow-ups and streamlining the booking process could boost conversion.
2. Married Users – Key Health Concerns
| Health Concern | Count | Percentage (%) |
|---|---|---|
| Pregnancy Concerns | 102 | 56.04% |
| Infertility Issues | 11 | 6.04% |
| Irregular Periods | 18 | 9.89% |
| PCOD / PCOS | 10 | 5.49% |
| Unwanted Pregnancy | 11 | 6.04% |
| Abortion-Related Queries | 7 | 3.85% |
| UTI & Infections | 6 | 3.30% |
| White Discharge | 5 | 2.75% |
| Contraception & Birth Control | 5 | 2.75% |
| Miscarriage Concerns | 4 | 2.20% |
| Sexual Health / Libido Issues | 3 | 1.65% |
Analysis: Over half of the concerns among married users relate to pregnancy. This indicates a strong focus on fertility and family planning, with secondary issues like menstrual irregularities and infections also present.
3. Unmarried Users – Key Health Concerns
| Health Concern | Count | Percentage (%) |
|---|---|---|
| Pregnancy Anxiety | 46 | 26.14% |
| Irregular Periods / Delayed Cycles | 44 | 25.00% |
| Missed Periods | 23 | 13.07% |
| PCOD / PCOS | 18 | 10.23% |
| Unprotected Sex Concerns | 14 | 7.95% |
| Emergency Contraceptive Queries | 10 | 5.68% |
| Birth Control Methods | 8 | 4.55% |
| White Discharge & Vaginal Issues | 7 | 3.98% |
| STDs & Infections | 6 | 3.41% |
Analysis: Unmarried users primarily express concerns about menstrual irregularities and pregnancy anxiety. The prominence of emergency contraception queries points to a need for improved sexual health education and contraceptive guidance.
4. Unprotected Sex – Query Breakdown
| Query Type | Count | Percentage (%) |
|---|---|---|
| Pregnancy Risk | 37 | 39.78% |
| Emergency Contraceptive Queries | 21 | 22.58% |
| Safe Period Concerns | 12 | 12.90% |
| Withdrawal Method Queries | 10 | 10.75% |
| Condom Failure Queries | 8 | 8.60% |
| STD Concerns | 5 | 5.38% |
Analysis: Approximately 40% of unprotected sex queries focus on the risk of pregnancy, while STD-related queries are minimal (around 5.4%), indicating an educational gap in comprehensive sexual health practices.
5. Urban vs. Rural Analysis
Urban Users: Tend to focus on advanced reproductive health issues such as infertility and pregnancy planning. They also display better awareness of contraceptives.
Rural Users: Emphasize menstrual irregularities and exhibit higher pregnancy anxiety with lower awareness regarding STD prevention.
Analysis: There is a clear disparity between urban and rural users. Urban users generally have better access to specialized care, while rural users require increased outreach and educational initiatives.
6. Age-Wise Health Concerns
| Age Group | Main Health Concerns |
|---|---|
| 18-24 Years (Young Adults) | High pregnancy anxiety, frequent emergency contraception queries, irregular/missed periods |
| 25-34 Years (Prime Reproductive Age) | Emerging fertility issues, active pregnancy planning, early signs of PCOD/hormonal imbalances |
| 35-44 Years (Late Reproductive Age) | Increased high-risk pregnancies, miscarriage concerns, hormonal imbalances, menstrual irregularities |
| 45+ Years (Perimenopausal) | Predominantly menopause symptoms, heavy/irregular bleeding, hormonal and bone health issues |
Analysis: Each age group exhibits unique challenges. Young adults require improved safe sex education and menstrual tracking, while older groups need specialized care for high-risk pregnancies and menopause management.
7. Strategic Recommendations & Action Plan
- Improve consultation follow-up and simplify the booking process with automated reminders.
- Enhance reproductive health education focusing on safe sex practices, emergency contraception, and STD prevention.
- Expand telehealth services and community outreach, especially in rural and Tier 2 areas.
- Provide specialized support for high-risk pregnancies, infertility, and menopause management.
- Standardize data entry to consolidate similar health concerns for more accurate analysis.
Summary: A multi-faceted approach combining targeted education, digital engagement, and tailored healthcare services is essential to improve consultation conversions and overall reproductive health outcomes.
