Women’s empowerment shaped antenatal care quality in Ghana, but service delivery carried the stronger signal
In Ghana, women with greater empowerment appeared more likely to receive complete antenatal care, yet that advantage weakened once health-system factors entered the model. The pattern suggests a familiar clinical hierarchy: agency helps, but the structure of care often decides what actually reaches the patient’s bedside.
The analysis drew on nationally representative data from the 2022 Ghana Demographic and Health Survey and included 3,837 women aged 15 to 49 years who had a live birth or stillbirth in the previous three years and reported at least one antenatal care visit for the most recent pregnancy. Quality antenatal care was defined by receipt of four basic components: blood pressure measurement, urine testing, blood sampling, and iron supplementation. Women’s empowerment was measured with the Survey-based Women’s emPowERment Global Index across three domains — attitude toward violence, social independence, and decision-making — and then grouped into low, medium, or high categories.
Complete care was common, but timing and continuity separated better from worse care
Overall, 90.9% of women received all four antenatal care components. That headline figure is encouraging, but the more clinically important finding lies in how unevenly that care was distributed once the analysis looked beyond crude proportions.
Late entry into antenatal care sharply reduced the chance of receiving complete care. Starting care at 4 to 6 months carried an adjusted odds ratio of 0.75, and beginning at 7 months or later dropped the odds to 0.28. The biological and clinical logic is straightforward: antenatal care is not a single transaction. It depends on repeated contact, and delayed presentation compresses the window for blood pressure surveillance, laboratory screening, nutritional support, and timely follow-up of evolving obstetric risk.
The visit pattern told the opposite story. Women with 4 to 8 visits had much higher odds of receiving quality care, with an adjusted odds ratio of 2.89, and those with nine or more visits had even higher odds at 4.25. A single visit can miss anemia, hypertensive disease, infection, and nutrition problems; serial contact makes it more likely that routine services are actually delivered and documented. In antenatal care, repetition is not redundancy. It is the mechanism by which preventive obstetrics works.
Empowerment mattered early, then faded when the care pathway was modeled
Across the bivariate and partially adjusted models, higher empowerment in the attitude toward violence and social independence domains was linked with better odds of receiving complete antenatal care. Women who were more able to resist inequitable norms or move with greater autonomy may be better positioned to seek care earlier, negotiate repeated visits, or insist on tests and supplements. Those pathways make clinical sense in a setting where access is shaped not only by geography and cost, but also by household power and permission structures.
Once the fully adjusted multilevel model accounted for individual, household, community, and regional factors, those empowerment associations were no longer statistically significant. The finding does not erase the role of empowerment. It places it upstream of the care process rather than at the final point of delivery. Empowerment seems to influence whether women can reach, return to, and persist within services; once those service-use variables are included, the residual independent effect narrows.
Private hospitals and regional inequities left clear gaps in care quality
Place of care remained strongly associated with the outcome. Receiving antenatal care at private hospitals was linked with lower odds of quality care compared with public hospitals, with an adjusted odds ratio of 0.43. That contrast demands careful interpretation, because facility type may reflect differences in service content, record capture, staffing patterns, or client mix rather than a simple hierarchy of better or worse institutions. Still, the direction of effect means that private sector attendance did not guarantee completion of the four core interventions used in this analysis.
Radio exposure also emerged as a positive correlate of quality antenatal care. In practical terms, mass communication may still shape health-seeking behavior, improve awareness of recommended schedules, and reinforce the importance of returning for care before complications emerge. In maternal health, small informational cues can influence whether a woman books early or waits until the second half of pregnancy, when opportunities for screening are already narrowing.
Regional differences were substantial and persistent. Women in Western North, Northern, Savannah, North East, and Upper East faced poorer odds of receiving complete antenatal care. Such disparities point to more than individual behavior; they suggest uneven health infrastructure, variable workforce availability, and geographic barriers that alter what is possible long before a clinician enters the room.
What the findings mean for maternal care policy in Ghana
The study argues for a layered approach. Women’s empowerment should not be treated as a stand-alone social variable detached from care delivery. It likely improves antenatal care quality by making early initiation and continued attendance more feasible, especially where household decision-making and gender norms influence access. Yet the strongest independent drivers in the model were health-service utilization factors and regional context, which means health systems still carry the larger share of responsibility for what women receive during pregnancy.
This has direct bedside implications. A woman who arrives late, attends infrequently, or seeks care in a setting that does not reliably deliver the full antenatal package is less likely to receive blood pressure monitoring, urine testing, blood sampling, and iron supplementation in a complete sequence. The result is not abstract underperformance; it is missed detection of hypertensive disease, missed anemia screening, and missed opportunities to prevent avoidable maternal and fetal harm.
The analysis was cross-sectional, so it cannot establish causality, and the quality measure was limited to four essential components rather than the full clinical spectrum of antenatal care. Even so, the pattern is consistent enough to be useful: empowerment matters, but the timing, frequency, and setting of care matter more when the question is whether basic antenatal services are actually delivered. Regional inequity remains the sharpest reminder that maternal health gains do not arrive evenly, even within the same national system.