Researchers in Nepal studied over 31,000 pregnancies to understand why many pregnant women don’t go to enough doctor checkups. They found that women with more education, better jobs, and more money were more likely to visit the doctor at least four times during pregnancy. Sadly, women from certain castes, very young or older mothers, and those with pregnancy problems were less likely to get these important checkups. The study also found that when the government offered cash rewards for attending visits, more women showed up. These findings show that poverty, education, and social barriers are big reasons why some pregnant women miss critical health visits.
The Quick Take
- What they studied: What stops pregnant women in Nepal from going to four or more doctor checkups during pregnancy, which doctors say is the minimum needed to stay healthy.
- Who participated: Over 31,000 pregnancies from women living in 34 villages in southern Nepal. The researchers looked at information already collected from a previous health study.
- Key finding: Only about 3 out of 10 pregnant women completed four or more checkups. Women who had more education, better jobs, and more money were much more likely to go to these visits. Women facing poverty, discrimination, or pregnancy problems were much less likely to attend.
- What it means for you: If you’re pregnant or planning to become pregnant in a low-income area, know that barriers to prenatal care are real and often not your fault. Seeking help from community health programs, government assistance, or local clinics can make a big difference in getting the care you need.
The Research Details
Researchers used information from a large health study in Nepal that had already tracked thousands of pregnancies. Instead of starting fresh, they analyzed the existing data to answer new questions about why women did or didn’t attend prenatal visits. They used statistical tools to compare women who went to four or more checkups with those who didn’t, looking at factors like their education, job, wealth, age, and health problems during pregnancy.
This approach is called a ‘secondary analysis,’ which means scientists reuse data collected for another purpose. The original study followed women in 34 villages over time, which made it possible to track multiple pregnancies from the same woman and account for that in the analysis.
The researchers used a statistical method called logistic regression, which is like a mathematical way of finding patterns. They could say things like ‘women with this characteristic were X times more likely to attend visits’ with confidence levels showing how sure they were about each finding.
This research approach is important because it uses real-world data from actual communities rather than controlled lab settings. By studying so many pregnancies (over 31,000), the researchers could identify patterns that might not show up in smaller studies. The method also allowed them to look at multiple factors at once—like education, money, and health problems—to see which ones matter most.
This study has several strengths: it included a very large number of pregnancies, used data collected carefully in the original study, and looked at many different factors. However, because it’s observational (watching what happens rather than testing a treatment), we can’t say that one factor definitely causes another—only that they’re connected. The data came from one region of Nepal, so results might be different in other countries or areas. The study also relied on information collected in the past, which might not be perfectly complete.
What the Results Show
Only 31.4% of pregnancies resulted in women attending four or more prenatal checkups—meaning nearly 7 out of 10 women didn’t get this recommended care. The biggest factors helping women attend visits were education (women with more schooling were 79% more likely to attend), wealth (richer families were 44% more likely), and non-farming jobs (52% more likely). Women who had a previous pregnancy that didn’t result in a live birth were more than twice as likely to attend visits, possibly because they were more cautious the next time.
Women who experienced warning signs like vaginal bleeding during pregnancy were 35% more likely to seek care, suggesting that symptoms motivated visits. Awareness of a government program that paid women to attend prenatal visits was the strongest factor—women who knew about it were more than twice as likely to complete four visits.
On the negative side, women from the Shudra caste were only 56% as likely to attend visits compared to other groups, showing the impact of social discrimination. Very young mothers (under 18) and older mothers (over 35) were less likely to attend. Women who had already had one or more children were less likely to seek care, possibly because they felt they didn’t need it based on previous experience.
Pregnancy complications like high blood pressure and early delivery (preterm birth) were actually associated with fewer visits, which is concerning since these women need more care, not less. This suggests that complications might have prevented women from attending rather than encouraging them.
Women with better nutrition (normal height) were 17% more likely to attend visits. Women with adequate spacing between pregnancies (at least 2 years apart) were 31% more likely to seek care. These findings suggest that overall health and life circumstances matter for prenatal care attendance. The study also showed that having a previous pregnancy loss made women more engaged with healthcare in their next pregnancy.
This study confirms what other research has shown: poverty and lack of education are major barriers to prenatal care in low-income countries. The finding about government cash incentive programs is particularly important because it suggests that removing financial barriers can help. Previous studies have also noted that caste discrimination and age-related factors affect healthcare access, which this research supports. The concerning finding about women with complications attending fewer visits contradicts what we’d hope to see and suggests these women face additional barriers.
The study only looked at one region of Nepal, so results might not apply everywhere. Because researchers analyzed data collected for a different purpose, some information might be missing or incomplete. The study shows connections between factors and prenatal care, but can’t prove that one thing causes another—for example, we can’t say that education directly causes women to attend visits, only that educated women are more likely to attend. The study couldn’t explore all possible reasons why women skip visits, like distance to clinics, transportation costs, or cultural beliefs. Finally, the data is from the past, so current conditions in Nepal might be different.
The Bottom Line
If you’re pregnant in a low-income setting: (1) Seek out government health programs and cash assistance for prenatal care—they work (High confidence); (2) Attend at least four prenatal checkups, even if you feel fine (High confidence); (3) Don’t skip visits if you’ve been pregnant before—each pregnancy is different (Moderate confidence); (4) If you experience any warning signs like bleeding, seek care immediately (High confidence). Healthcare providers should: (1) Make prenatal care more accessible to poor and uneducated women (High confidence); (2) Address caste-based discrimination in healthcare (High confidence); (3) Reach out to older and very young mothers with extra support (Moderate confidence); (4) Help women with complications access care more easily (High confidence).
Pregnant women in low and middle-income countries should care about this research, especially those facing poverty, limited education, or discrimination. Healthcare workers, public health officials, and government policymakers should use these findings to improve prenatal care programs. Women planning pregnancies should understand these barriers and seek support early. This research is less directly relevant to pregnant women in wealthy countries with good healthcare access, though the findings about education and support programs may still apply.
Prenatal visits should happen throughout pregnancy—ideally at months 4, 6, 8, and 9. Benefits of regular checkups include catching problems early (which can prevent serious complications), monitoring baby’s growth, and managing the mother’s health. Some benefits appear immediately (like detecting high blood pressure), while others prevent problems that might happen later in pregnancy or during delivery. If government programs are expanded based on this research, improvements in attendance could be seen within months.
Want to Apply This Research?
- Track prenatal visit attendance by logging each appointment completed, noting the date, any symptoms discussed, and test results. Set reminders for the next scheduled visit. Users can also track whether they’re aware of and enrolled in government assistance programs.
- Use the app to set appointment reminders and share them with a trusted family member or friend who can help ensure you attend. If you qualify for government cash assistance programs, use the app to track your enrollment status and the payments received. Log any pregnancy symptoms between visits so you remember to discuss them with your doctor.
- Over the course of pregnancy, track cumulative visits completed toward the goal of four or more. Monitor whether awareness of assistance programs increases visit attendance. For healthcare providers using the app, track attendance rates by demographic group to identify which populations need extra support and outreach.
This research describes patterns observed in Nepal and may not apply to all populations or countries. The study cannot prove that specific factors cause differences in prenatal care attendance, only that they’re associated. If you’re pregnant, always follow your healthcare provider’s recommendations for prenatal visits, regardless of your circumstances. This information is educational and should not replace medical advice from your doctor or midwife. If you’re experiencing pregnancy complications or warning signs like bleeding, severe pain, or swelling, seek immediate medical care. If you face barriers to prenatal care, talk to your healthcare provider about local resources, assistance programs, or alternative care options.
This research translation is published by Gram Research, the science division of Gram, an AI-powered nutrition tracking app.