Barriers to Contraceptive Access in Nigeria During COVID-19: Lessons for Future Crisis Preparedness
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design and Setting
2.2. Study Population
2.3. Eligibility Criteria
2.4. Sampling and Recruitment
2.5. Data Collection Instrument
2.6. Variables and Measures
2.6.1. Dependent Variable
2.6.2. Independent Variables
2.7. Bias Control and Sample Size Determination
2.8. Data Management and Analysis
2.9. Directed Acyclic Graph (DAG) Construction
2.10. Ethical Considerations
3. Results
3.1. Participants’ Socio-Demographic Characteristics
3.2. Contraceptive Methods Previously Used
3.3. Barriers to Access During the COVID-19 Lockdown
3.4. Predictors of Unmet Contraceptive Need
- Model 1 χ2 = 321.76 ***; Nagelkerke R2 = 0.276; -2LL = 1608.12.
- Model 2 χ2 = 328.41 ***; Nagelkerke R2 = 0.281; -2LL = 1601.92.
- Model 3 χ2 = 411.03 ***; Nagelkerke R2 = 0.340; -2LL = 1519.11.
4. Discussion
4.1. Strengths and Limitations
4.2. Lessons for Future Crisis Preparedness
4.3. Implications for Policy, Research, and Practice
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Characteristics | Total n (%) | Unmet Need No n (%) | Unmet Need Yes n (%) | χ2 | p-Value |
---|---|---|---|---|---|
Sex | 4.21 | 0.040 * | |||
Male | 671 (52.7) | 416 (61.9) | 255 (38.0) | ||
Female | 602 (47.3) | 322 (53.5) | 280 (46.5) | ||
Age (years) | 12.58 | 0.014 * | |||
18–25 | 89 (7.0) | 61 (68.5) | 28 (31.5) | ||
26–33 | 546 (42.9) | 300 (54.9) | 246 (45.1) | ||
34–41 | 393 (30.9) | 227 (57.8) | 166 (42.2) | ||
42–49 | 215 (16.9) | 128 (59.5) | 87 (40.5) | ||
50+ | 30 (2.4) | 22 (73.3) | 8 (26.7) | ||
Marital Status | 25.67 | <0.001 *** | |||
Single | 440 (34.6) | 307 (69.8) | 133 (30.2) | ||
Married | 746 (58.6) | 381 (51.1) | 365 (48.9) | ||
Cohabiters | 64 (5.0) | 36 (56.2) | 28 (43.8) | ||
Divorced/separated | 23 (1.8) | 14 (60.9) | 9 (39.1) | ||
Education | 18.34 | <0.001 *** | |||
Primary | 103 (8.1) | 48 (46.6) | 55 (53.4) | ||
Secondary | 137 (10.8) | 72 (52.6) | 65 (47.4) | ||
Tertiary | 1032 (81.1) | 617 (59.8) | 415 (40.2) | ||
Religion | 3.92 | 0.141 | |||
Christianity | 836 (65.7) | 493 (59.0) | 343 (41.0) | ||
Islam | 416 (32.7) | 235 (56.5) | 181 (43.5) | ||
Other | 20 (1.6) | 9 (45.0) | 11 (55.0) | ||
Ethnicity | 22.71 | <0.001 *** | |||
Hausa | 224 (17.6) | 152 (67.9) | 72 (32.1) | ||
Yoruba | 615 (48.3) | 326 (53.0) | 289 (47.0) | ||
Igbo | 165 (13.0) | 94 (57.0) | 71 (43.0) | ||
Other | 270 (21.2) | 167 (61.9) | 103 (38.1) | ||
Residence | 15.49 | <0.001 *** | |||
Urban | 906 (71.2) | 503 (55.5) | 403 (44.5) | ||
Suburban | 163 (12.8) | 87 (53.4) | 76 (46.6) | ||
Rural | 205 (16.1) | 149 (72.7) | 56 (27.3) | ||
No. of children born | 29.83 | <0.001 *** | |||
0 | 493 (38.7) | 336 (68.2) | 157 (31.8) | ||
1–2 | 392 (30.8) | 207 (52.8) | 185 (47.2) | ||
3–4 | 288 (22.6) | 148 (51.4) | 140 (48.6) | ||
5 or more | 102 (8.0) | 49 (48.0) | 53 (52.0) |
Characteristics | Model 1 OR (95% CI) | Model 2 OR (95% CI) | Model 3 OR (95% CI) |
---|---|---|---|
Sex | |||
Male (ref) | 1.00 | 1.00 | |
Female | 0.77 (0.60–1.00) | 0.90 (0.64–1.09) | |
Age group (years) | |||
18–25 (ref) | 1.00 | 1.00 | |
26–33 | 2.04 ** (1.17–3.64) | 2.00 * (1.05–3.73) | |
34–41 | 2.24 ** (1.15–3.95) | 1.84 (0.85–3.33) | |
42+ | 1.14 (0.58–2.18) | 0.85 (0.37–1.78) | |
Marital status | |||
Single (ref) | 1.00 | 1.00 | |
Married/cohabiting | 7.25 *** (4.94–10.41) | 3.87 *** (2.58–5.68) | |
Divorced/separated | 0.88 (0.33–2.18) | 0.65 (0.21–1.78) | |
Education | |||
Below tertiary (ref) | 1.00 | 1.00 | |
Tertiary | 0.38 *** (0.20–0.66) | 0.28 *** (0.13–0.55) | |
Ethnicity | |||
Hausa (ref) | 1.00 | 1.00 | |
Yoruba | 2.75 *** (1.69–4.14) | 1.70 * (1.04–2.58) | |
Igbo | 2.03 ** (1.33–3.44) | 1.83 * (1.05–2.92) | |
Other | 2.75 *** (1.73–4.26) | 2.24 ** (1.35–3.48) | |
Residence | |||
Urban (ref) | 1.00 | 1.00 | |
Suburban | 1.32 (0.91–1.89) | 1.54 (1.02–2.27) | |
Rural | 0.51 *** (0.36–0.73) | 0.57 ** (0.37–0.86) | |
Number of children | |||
0 (ref) | 1.00 | 1.00 | |
1–2 | 7.71 *** (5.80–9.42) | 2.96 *** (1.90–4.63) | |
3–4 | 7.58 *** (5.36–10.16) | 4.04 *** (2.40–6.49) | |
5+ | 1.26 (0.74–1.93) | 0.24 * (0.06–0.87) |
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Michael, T.O. Barriers to Contraceptive Access in Nigeria During COVID-19: Lessons for Future Crisis Preparedness. COVID 2025, 5, 160. https://doi.org/10.3390/covid5090160
Michael TO. Barriers to Contraceptive Access in Nigeria During COVID-19: Lessons for Future Crisis Preparedness. COVID. 2025; 5(9):160. https://doi.org/10.3390/covid5090160
Chicago/Turabian StyleMichael, Turnwait Otu. 2025. "Barriers to Contraceptive Access in Nigeria During COVID-19: Lessons for Future Crisis Preparedness" COVID 5, no. 9: 160. https://doi.org/10.3390/covid5090160
APA StyleMichael, T. O. (2025). Barriers to Contraceptive Access in Nigeria During COVID-19: Lessons for Future Crisis Preparedness. COVID, 5(9), 160. https://doi.org/10.3390/covid5090160