| Variables | Model 1 | Model 2 | Model 3 |
| Age of woman | OR [CI] | OR [CI] | OR [CI] | 15-19 (Ref) | 1 | | | 20-29 | 3.42[1.27, 9.22] | 3.62[1.56, 8.34] | 1.02[0.68, 1.51 ] | 30-39 | 5.81[2.04,16.55] | 6.59 [2.59, 16.73] | 1.05[0.67, 1.63] | 40-49 | 4.58[1.21, 15.96] | 4.85[1.48, 15.84] | 1.04[0.59, 1.81] | Level of education | | | | No education (Ref) | 1 | | | Primary | 0.44[0.20, 0.94] | 0.51[0.25, 0.98] | 0.95[0.73, 1.35] | Secondary/higher | 0.50[0.25, 0.99] | 0.50[0.26, 1.01] | 0.76[0.73, 1.29] | Religious affiliation | | | | Christianity (Ref) | 1 | | | Islam | 1.47[0.72, 2.97] | 1.46[0.74, 2.89] | 0.96[0.69, 1.35] | Traditional/ | 0.52[0.14, 1.91] | 0.33[0.06, 1.67] | 1.06[0.61, 1.82] | Spiritual | Other | 1.16[0.28, 4.77] | 1.14[0.30, 4.31] | 0.97[0.52, 1.78] | Ethnicity | | | | Akan (Ref) | 1 | | | Ga/Dangme | 1.07[0.41, 2.77] | 1.44[0.49, 4.18] | 1.04[0.60, 1.79] | Ewe | 0.42[0.25, 0.73] | 0.68[0.32, 1.47] | 0.94[0.64, 1.36] | Mole-Dagbani | 1.64[0.80, 3.36] | 0.77[0.33, 1.79] | 0.98[0.67, 1.45] | Other | 2.29[1.50, 7.24] | 1.11[0.53, 2.31] | 0.98[0.68, 1.40] | Wealth status | | | | Poor (Ref) | 1 | 1 | | Middle | 0.88[0.52, 1.51] | 0.86[0.48, 1.55] | 1.04[0.78, 1.32] | Rich | 1.65[0.95, 2.84] | 1.65[0.81, 3.37] | 0.96[0.70, 1.33 ] | Marital status | | | | Never married (Ref) | 1 | | | Married/Cohabiting | 3.30[1.50, 7.24] | 3.83[1.67, 8.75] | 1.01[0.71, 1.43] | Widowed/divorced/Separated | 2.18[0.50, 9.58] | 1.69[0.33, 8.62] | 0.98[0.46, 2.06] | Parity | | | | 0 (Ref) | 1 | | | 1-3 | 0.64[0.31, 1.32] | 0.56[0.26, 1.18] | 0.98[0.74, 1.30] | 4+ | 0.15[0.06, 0.35] | 0.13[0.05, 0.32] | 0.95[0.64, 1.39] | Work status | | | | Working (Ref) | 1 | | | Not working | 0.81[0.49, 1.34] | 0.75[0.44, 1.28] | 1.01[0.81, 1.25] | Ovulatory cycle knowledge | | | | Yes | 1 | | | No | 1.03[0.66, 1.59] | 1.02[0.64, 1.61] | 1.01[0.83, 1.22] | Type of residence | | | | Urban (Ref) | | 1 | | Rural | | 0.63[0.35, 1.12] | 0.97[0.75, 1.24] | Region of residence | | | | Western | | 1 | | Central | | 0.30[0.10, 0.90] | 0.95[0.60, 1.50] | Greater Accra | | 0.22[0.08, 0.61] | 1.09[0.74, 1.61] | Volta | | 0.11[0.03, 0.31] | 1.03[0.63, 1.69] | Eastern | | 0.22[0.10, 0.50] | 0.97[0.68, 1.38] | Ashanti | | 0.21[0.09, 0.52] | 0.99[0.7, 1.37] | Brong Ahafo | | 0.46[0.17, 1.19] | 0.98[0.68, 1.42] | Northern | | 2.12[0.75, 5.98] | 0.89[0.58, 1.37] | Upper East | | 1.63[0.45, 5.79] | 0.84[0.47, 1.49] | Upper West | | 0.83[0.24, 2.81] | 0.82[0.53, 1.26] | Unmet need for contraception | | | | No unmet need (Ref) | | | 1 | Unmet need | | | 7.13[1.57, 8.91] |
| Log Likelihood | -395.411 | -367.130 | -311.281 | AIC | 832.822 | 796.259 | 764. 463 |
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