Factors associated with compliance to recommended micronutrients uptake for prevention of anemia during pregnancy in urban, peri-urban, and rural communities in Southeast Nigeria
© The Author(s). 2016
Received: 11 June 2016
Accepted: 15 September 2016
Published: 2 November 2016
The study investigated the factors associated with compliance to the recommended ≥90-day uptake of micronutrients for prevention of iron-deficiency anemia during pregnancy in Nigeria.
A cross-sectional study of 1500 women who had babies within 6 months prior to the survey, drawn from six urban, peri-urban, and rural local government areas in Enugu and Imo States of Nigeria, was conducted, using a structured questionnaire. A focus group discussion was held with grandmothers and fathers of the new baby. In-depth interviews were held with health workers.
There were six demographic factors in the bivariate analysis: living in an urban center and close to health facility, and being wealthy, with post-secondary education as well as older and engaged in civil service showed significant association with compliance. The urban residents complied more than the peri-urban and rural residents (χ 2 = 12.749; p = 0.002). Those living close to the health facilities complied more than those living far away (χ 2 = 24.638; p < 0.001). Those in higher wealth quintile complied more (χ 2 = 13.216; p < 0.010). Utilization of antenatal clinics during pregnancy showed statistically significant association with compliance. Those who used the ANC services complied more than those that did not (χ 2 = 6.324; p = 0.010) and the more frequent the use of ANC services the more the compliance (χ 2 = 14.771; p < 0.001). These results were confirmed when the opinions expressed in the urban, peri-urban, and rural communities are compared. However, the multivariate binary logistic regression highlighted only urban residence, closeness to health facilities, and utilization of ANC services as positively associated with compliance.
These findings could help in targeting health education program to increase compliance to the recommended uptake of micronutrients in prevention of anemia during pregnancy.
KeywordsAnemia Pregnancy Compliance Micronutrients
Maternal mortality ratio (MMR) remains high in sub Saharan Africa and indeed Nigeria despite substantial reduction global trends in maternal deaths [1–3]. In Nigeria, for instance, MMR increased from 545 to 575 deaths per 100,000 live births between 2008 and 2013 reflecting a worsening situation and failure in achieving the fifth target of the MDG [4–6]. Anemia has been implicated as a major driver of MMR in Nigeria and other developing countries . WHO pegs the values at 10.0–10.9 g/dl (mild anemia), 7–9.9 g/dl (moderate anemia), and <7 g/dl (severe anemia) [8, 9].
Anemia in pregnancy (AIP) is one of the most serious global public health problems[10, 11]. WHO estimates that more than half of pregnant women globally have a hemoglobin level indicative of anemia (<11.0 g/dl) . Fifty-two percent of pregnant women in developing countries compared with 23 % in the developed world have anemia in pregnancy . AIP prevalence varies considerably because of the differences in socio-economic conditions, lifestyles, and health-seeking behaviors across different cultures .
Prevalence of anemia in Nigeria is put at more than 40 %  among pre-school age children, pregnant women, and non-pregnant women of reproductive age alike. It is thus classified as severe and an important public health problem in Nigeria. In a hospital study in Southeastern Nigeria, Dim and Onah  reported that 40.4 % of the pregnant women registered with the antenatal unit were anemic (hemoglobin [Hb] <11.0 g/dl). Okafor and Rizzuto had earlier warned that hospital estimates of any pregnancy-related problem are often an under-estimation of the true prevalence given that most women deliver outside the health facilities in Nigeria .
Iron deficiency, the most prevalent cause of anemia, often coexists with deficiency in other important micronutrients, a link which makes it more deadly [14–20]. Nutritional deficiencies such as anemia are often worsened by the additional nutrient demands associated with fetal growth. Inclusion of iron supplements in foods can improve diets, control intestinal parasites, and protect women against iron-deficiency anemia during pregnancy. Unfortunately, only 21 % of women took iron tablets daily for 90 or more days during their last pregnancy in Nigeria .
Writing in the Guardian newspaper, Ezeonjiaku quoted the Nutrition Society of Nigeria (NSN) as blaming iron deficiency for high prevalence of anemia among Nigerian women. According to the NSN, the country faces one of the largest burdens of micronutrient deficiencies in the world, with anemia and its health impact the most common, where approximately 50 % of cases of anemia in Nigeria are due to iron deficiency. The society further argued that adolescent girls and pregnant women are the populations requiring the highest amount of iron intake and are, therefore, most susceptible to iron deficiency . Forty-nine percent of women of reproductive age have anemia, 24.3 % have low iron stores, and 2.7 % of them are iron deficient. Majority of girls and women do not meet the WHO and FAO recommended iron requirements of 20 mg per day. Pregnant women, teenage girls, and women of reproductive age are highly vulnerable to iron-deficiency anemia because of high iron requirements .
“In Nigeria, mothers are the kitchen ‘gatekeepers’ and their adolescent daughters learn cooking behaviors from them,” (Samuel cited in Ezeonyejiaku, ). According to Samuel, many Nigerian women are aware of iron-rich sources of food in the environment, its benefits, and consequences of iron deficiencies, yet the consumption of iron-rich food is still low. A typical Nigerian diet is low in iron-rich foods, but high in phytates, which decreases iron absorption.
Compliance studies on other medical conditions reveal that adhering to a medical regimen may be influenced by the characteristics of the patient/client and provider as well as the nature of the regimen and may guide thinking about compliance with recommended uptake of food supplements to prevent iron-deficiency anemia during pregnancy [22–24]. Some of the factors associated with compliance with recommended regimen in preventing other medical conditions include patient factors such as ethnic origin, educational attainment, as well as knowledge and perceptions about the conditions and solutions [22–27]. However, a systematic review of published randomized and quasi-randomized trials in PubMed and Cochrane library revealed paucity of literature on factors associated with micronutrients uptake, especially in the developing countries .
This study presents results on an examination of factors associated with levels of compliance with uptake of iron supplements to prevent anemia among pregnant women with varying socio-demographic and cognitive characteristics. The conclusion of the study would help in designing programs to ensure compliance with recommended micronutrient intake during pregnancy to prevent iron-deficiency anemia during pregnancy.
Understanding micronutrient supplementation: evidence from literature
Search strategy and selection criteria
We searched google scholar and the WHO Global Information Full Text (GIFT) system using the search terms “anemia”, “anemia”, and in combination with “in pregnancy”, “during pregnancy”. Other terms like “compliance”, “deficiency”, and “micronutrient” were also used. We focused on all publications, including reviews and publications in their draft forms. We also searched reports from WHO, World, and UNICEF. We reviewed reference lists of publications and reports identified by this search strategy and selected those that addressed micronutrients and their uptake during pregnancy published between 2000 and 2015 and to which we had access to the full paper either in pdf or doc formats.
High prevalence of anemia among pregnant women is reported in Africa despite the availability of effective interventions to prevent anemia during pregnancy. A number of studies put the prevalence of anemia in pregnancy within Africa at between 57 and 86 % [10–12, 19, 29–35]. This is blamed on both nutritional deficiency and infections. An editorial in 2001 noted that nutritional deficiency contributes 32 %. A study in eight rural districts of Ethiopia revealed that women lacked comprehensive knowledge of anemia .
Given the widespread prevalence of micronutrient deficiencies in developing countries, supplementation with multiple micronutrients rather than iron-folate alone could be of potential benefit to the mother and the fetus. Haider et al. evaluated evidence from 17 articles on impact of multiple micronutrient supplements during pregnancy compared with standard iron-folate supplements on specific maternal and pregnancy outcomes of relevance to the Lives Saved Tool (LiST) [37, 38]. The results show that there is no significant difference between the multiple supplementation and iron supplement alone.
Yakoob et al. conducted a systematic review of published randomized and quasi-randomized trials on PubMed and the Cochrane Library as per the CHERG guidelines . They concluded that there is a paucity of studies of intermittent iron of iron-folate supplementation, especially in developing countries. They thus recommended further evaluation of this intervention in comparison with daily supplementation regimes.
A cross-section study in Mali, to assess pregnant women’s acceptability of and adherence to a daily multiple micronutrient supplementation scheme compared with the current daily iron and folic acid supplementation scheme, revealed that women started receiving supplements at the end of the first trimester of pregnancy until delivery. Adherence to the multiple micronutrient supplementation scheme was better than that to the iron and folic acid supplementation scheme. However, both were very good, as were women’s perceptions about the benefits of micronutrient supplements to their health and that of their newborns .
Ogundipe et al. assessed the factors associated with prenatal folic acid and iron supplementation among 21,889 pregnant women in Northern Tanzania, employing cross-sectional hospital-based data . They observed that folic acid and iron supplementation were low among the women in Northern Tanzania. They identified certain factors as positively associated with folic acid supplementation to include advanced maternal age, unknown HIV status, and being diagnosed positive of anemia.
Miller et al. examined the impact of agricultural practices on micronutrients in the food supply, including cropping systems, soil fertility, and animal agriculture . They also explored successful strategies to preserve micronutrients from farm to plate, including food fortification. The exercise ended with recommendations for actions that will reduce the prevalence of micronutrient malnutrition.
Darnton-Hill et al. conducted a review of literature to identify the micronutrients (vitamins and minerals) likely to be deficient in women of reproductive age in low- and middle-income countries (LMIC), especially during pregnancy, and the impact of such deficiencies . In a theoretical paper on micronutrient in pregnancy, Black enumerated the many consequences of micronutrient deficiency in pregnancy and recommended additional research on the prevalence of such deficiencies and their consequences and on cost-effective public health interventions for their control .
In a cross-sectional study, Shipala et al. assessed the adequacy of nutrient intake including proteins, energy, calcium, iron, folate, and vitamin C and identified the factors associated with nutrient intake in Kenya . The results revealed that intake of all selected nutrients were significantly lower than the required dietary allowance. Protein intake was significantly associated with education, income, and perceived food shortage. Energy intake was significantly associated with income. Iron intake was significantly associated with perceived food shortage. Similar studies by Gomez et al. in a cohort of Alberta pregnant women and Horan et al. in their ROLO study and Christian et al. in rural Nepal highlight the need for both dietary and supplemental sources of micronutrients when assessing the nutrient intakes of pregnant women [45–47].
The common feature of all the studies is the heavy dependence on statistical approach with limited qualitative data that provides the rich context of the behavior of the women vis-à-vis compliance with the recommended micronutrient uptake during pregnancy. This present study employed the mixed method approach in collection of data from women in different environments, namely rural, peri-urban, and urban settings. The adoption of the mixed-method approach provided opportunity for the exploitation of the rich synergy in triangulating information from qualitative and quantitative methods of inquiry.
The study was designed for description and analysis of the knowledge levels, attitudes, and practices concerning anemia during pregnancy, using mixed methods in urban, peri-urban, and rural communities. The study combined two analytical designs, namely (1) a cross-sectional survey and (2) qualitative inquiry. The survey research was based on an interviewer-administered household survey instrument while the qualitative inquiry was based on in-depth interviews and focus group discussion methods. These two designs contribute to an in-depth, triangulated understanding of community knowledge, attitudes, and practices on anemia during pregnancy in Southeast Nigeria.
Study settings, population, and sampling
States in the South East GPZ were grouped into two categories of “strong” (well performing) versus “weak” (less well performing) based on immunization coverage with all basic vaccines for children, as a reflection of the PHC development at the state and LGA levels, which has implication for health awareness and behavior of mothers during pregnancy. The zonal average all basic vaccination coverage for the South East was 51.7 %. Thus, any state within the zone with less than the zonal average was classified as weak. Imo State, with 62.4 is classified as “strong,” while Abia (49.8 %), Anambra (51.6 %), Ebonyi (51.1 %), and Enugu (45.0 %) were classified as “weak.” Imo is purposively selected to represent the strong health system while Enugu State was randomly selected from cluster of weak performing states.
Enugu State is located between latitude 6°30′ N and longitude 7° 30′ E. It is a mainland state in southeastern Nigeria (http://en.wikipedia.org/wiki/Enugu_State). Its capital is Enugu in Enugu North LGA. Carved out of the old Anambra State in 1991, the principal cities in the state are Enugu, Udi, Oji, and Nsukka. The state shares borders with Abia and Imo States to the South, Ebonyi State to the East, Benue State to the Northeast, Kogi State to the northwest, and Anambra State to the West. The 2006 population census put Enugu State population at 3,257,298 . With an annual growth rate of 2.35 %, the 2015 population of Enugu State was put at 4,014,654 persons. Approximately 50 % (50.1 %) is made up of women, out of which 43.9 % fall within the child bearing age of 15–49 years.
University of Nigeria Teaching Hospital (UNTH) is located in Enugu State, as is the Enugu State University Teaching Hospital and College of Medicine. In addition to numerous private hospitals and clinics in the state, there are seven district hospitals in Enugu Urban, Udi, Agbani, Awgu, Ikem, Enugu-Ezike, and Nsukka. There are 46 government-owned health facilities located in seven health districts.
Imo State lies between latitude 4°45′ and 6°15′ N and longitude 6°30′ and 8°09′ E and is bounded by Abia and Anambra States on the North. Rivers and Bayelsa States bound it in the South. Imo State has an estimated total population of about 4,849,311 million persons in 2015 based of 2006 population figure of 3,934,499, with 27 local government areas. Imo State is culturally distinct area with a remarkable health seeking behavior. There are a number of health institutions that provide primary, secondary, and tertiary health care in the state.
The primary unit of analysis for this study is all mothers of child bearing age (15–49 years). It focused in understanding the practices to prevent anemia during pregnancy. It is noted that iron status can be enhanced by including iron supplements in foods consumed by women, improving women’s diets, and controlling intestinal parasites. In Nigeria, only 21 % of women take iron tablets daily for 90 or more days during their last pregnancy. In Enugu and Imo States, only 64.7 and 47.8 % respectively did so. The southeast zonal intake of iron tablets for 90 or more days was 38.3 % .
The LGAs in each of the two selected states will be classified and grouped into three clusters of rural, urban, and peri-urban. Three LGAs, one each from the urban, peri-urban, and rural segments of each sampled state, were randomly selected. From the list of communities in each sampled LGA, two communities were randomly selected. These communities formed the sampling clusters from which eligible respondents, who delivered within 6 months preceding the survey, were drawn, following a two-stage sampling. The communities were grouped into two clusters of far (>5 km) and near (<5 km) to the LGA PHC center. One community was randomly selected from each cluster, yielding a total of 12 communities.
Using a 40.4 % rate of occurrence of anemia in pregnancy in southeastern Nigeria  and a confidence interval of 95 % with an estimated 2.5 % level of precision, a sample size of 1480 ± 37 respondents was computed in the communities. However, the sample size was rounded up to 1500 households, taking into account a 1 % contingency rate. Approximately 125 women were interviewed in each of the 12 communities.
To select the households, a central location in each of the randomly selected communities was identified to serve as the starting point for data collection in the selected community. Two data collectors were assigned to cover each community cluster and the interviewers moved in opposite directions from the identified starting point in each community. Interviewers continued to turn right at every junction, until the desired number of respondents is attained.
A structured interview schedule (other-administered questionnaire) constituted the main instrument for data collection. It covered information on the socio-demographic characteristics of the respondents as well as their child bearing experiences. It also provided data on the women’s experiences with the PHC as well as their knowledge, attitude, and practice concerning anemia during pregnancy among others. The questionnaire consisted mainly of close-ended questions with lists of optional responses from which the respondents chose their responses. However, given the focus of the study to ascertain the knowledge, attitude, and practices of the respondents on anemia, they were not allowed prior knowledge of the content of the questionnaires; hence, the other-administered approach was used. The respondents gave their answers as they considered best. Where the answers they gave did not fall within the options, the responses were classified under “others.”
Some qualitative data were collected with the use of focus group discussion (FGD) and in-depth interview (IDI) guides. The FGD and IDI explored people’s opinion, perceptions, and attitudes toward anemia during pregnancy. They contained open-ended guide questions with probes providing wider exploration of the opinions, perceptions, and attitudes expressed by respondents to IDIs and participants in FGD sessions.
The FGDs were health with the husbands and mothers of the women aged 15–49 years, who delivered babies within 6 months preceding the study. There were a total of six FGDs for husband and six FGDs for mothers of the women who delivered within 6 months preceding the study. Each FGD session consisted of 8 to 12 participants. These were the primary support and significant others to the women who delivered within 6 months preceding the study. They are privileged to know practices of the women during their pregnancy and delivery. It was not possible to get sufficient number of the women, who delivered within 6 months preceding the study, to a convenient place for FGD. Thus, their husbands and mothers served as proxy.
On the other hand, IDI were held with persons in charge of the health facilities in the communities. A total of six IDI sessions were held with the health workers. Being the providers of health care, especially ANC services in the communities, they possessed knowledge of the actual practices and attitudes toward anemia in pregnancy among women of child bearing ages in the communities.
Data management and analysis were performed using EPI Info version 6.04d and the statistical package for social sciences (SPSS) version 22. Statistical significance was assessed using two-tailed tests. All p values less than 0.05 were considered to be statistically significant. Knowledge scores were assigned to each participants corresponding with the number of correct answers on knowledge questions. The numeric scores were tabulated for various groups and then re-categorized as binary variables, either greater than or less than the mean knowledge score. Similar actions were taken to derive both the attitude and practice scores.
Categorical variables were presented as frequencies and percentages. Chi-square (χ 2) tests were used to assess the statistical association between variables. Mean scores of anemia in pregnancy knowledge, attitudes, and practices were compared among socioeconomically different communities as well as population with varying demographics. Binary logistic regression analyses were used to adjust for known covariates. Bi-variate association analyses were used to select the candidate-associated factors for the multivariate logistic regression. The multi-categorical variables were converted to dummy variables to calculate odds ratio of each value. The principal component analysis (pca) models were employed to compute the wealth index.
Distribution of respondents by socio-demographic information and locality (% are in brackets)
Local gov’t areas
Distance from community health facility
Ever attended school
Level of education
n = 497
n = 496
n = 494
N = 1487
Work for pay
n = 500
n = 500
n = 500
N = 1500
n = 355
n = 373
n = 364
N = 1092
Other civil service
Age at last birthday
n = 500
n = 500
n = 500
N = 1500
Christianity of all types dominated the sample with only 6 (0.4 %) and 1 (0.1 %) Islam and traditionalists respectively, sampled. Over 90 percent (98.1 %) of the respondents were married. Almost every person interviewed had one form of formal education or another (99.1 %). However, almost half (49.1 %) of the urban respondents had post-secondary education while smaller proportions (24.0 and 13.4 %) of the peri-urban and rural respondents respectively had post-secondary education.
Most (72.8 %) of the people interviewed were engaged in income generating activities, mainly in the form of business (46.7 %) and petty trading (31.9 %), followed by teaching (8.0 %) and other civil service (5.7 %). The distribution cut across different localities of urban, peri-urban, and rural. However, slightly more (74.6 and 72.8 %) of the respondents from the peri-urban and rural backgrounds respectively than their urban counterparts (71.0 %) indicated that they were engaged in paid employments The mean age of the respondents in the entire sample was 28.47 years (28.47 ± 5.35SD). The age distributions were fairly uniform across the urban, peri-urban, and rural samples.
Principal component analysis was used to compute an asset index and used to divide the respondents’ households into five asset quintiles. This was based on possession of items such as refrigerator, motor cycle, motor car, and radio. The asset index was adapted from the Nigeria Demographic and Health Survey. It contained 11 household items, namely whether the household has access to electricity, landline telephone, refrigerator, radio, and television. Other items included cell (smart) phone, bicycle, motorcycle, motor car, tractor, and livestock. There was a normal distribution around the second quintile with 35.5 % of the respondents. More (24.8 %) of the urban dwellers than their peri-urban (7.8 %) and rural counterparts (4.6 %) were found the richest (fifth) wealth quintiles, respectively. Conversely, more of the rural dwellers (32.2 %) than their peri-urban and urban (10.4 %) counterparts fell within the poorest quintile.
It is something that happens because a woman is pregnant so once it is said that the blood is not at a good level, the woman will be advised on how to build up the blood again. Although many women are asked to eat vegetables to increase their blood level, it is not really anemia because anemia means that there is very little blood in the woman’s body. In this community it does not get that bad because people are educated and therefore take care of themselves. Again, mostly people who receive salaries live here so they would usually not be too poor to eat well [FGD: Fathers, Owerri urban]
Anemia is one of the signs of pregnancy because it shows that the woman’s body is working for two people. It is even better to have anemia in pregnancy than to have other diseases like diabetes high blood pressure or typhoid [FGD: Grandmothers, Ihitte peri urban]
Distribution of respondents by selected background variables and compliance with recommended (90 days or more) dose of iron supplements to prevent anemia during pregnancy
% up take for 90 days+
Distance from health facility
Level of schooling
Number of pregnancies
6 times and above
Knowledge of anemia in pregnancy
Good (≥9 points)
Poor (<9 points)
Antenatal care visit
Number of ANC visits
Compliance was better among those who lived close to health facilities (60.4 %) than among those who lived far away from health facilities (44.3 %) (χ 2 = 24.638; p < 0.001). Compliance was better among those with post-secondary education (58.4 %) than those with secondary (51.4 %) and primary (41.7 %) education, respectively (χ 2 = 7.600; p = 0.022). The older the age of the women, the better the compliance (χ 2 = 12.653; p = 0.049).
The employment and wealth statuses of the women also influence compliance with ≥90 days uptake of micronutrients during the last pregnancy. Those engaged in civil service (74.4 %) or teaching (59.6 %) complied more (χ 2 = 21.002; p = 0.002). The higher the wealth quintile of the women the more they complied (χ 2 = 13.216; p = 0.010). Number of births had no influence on the women’s compliance with the ≥90-day recommended uptake of micronutrients to prevent anemia during the last pregnancy. Utilization of antenatal care services also influenced compliance.
The ones that come here are educated on the types of food to eat and we also give the iron tablets which is part of the routine drugs we give each one of them [IDI: Health worker; UDI peri-urban]
But those who don’t have money settle for the local means of building the blood. They can use green vegetables or make juice out of bitter leaves. Yes, when they make the juice out of vegetables, they either add malt to it and this helps to build the blood [FGD: Grandmother; UDI]
The nurses always tell them to eat vegetable and take the drug they gave at the clinic. But there are lots of things that can be done to quickly replace blood for a pregnant woman. She can eat lots of fresh tomatoes, she can also mix tin tomato puree especially Derica and milk (peak milk), this one works instantly. There are also people who mix the blood of tortoise and milk or you can also add malt drink to it. These things help a pregnant woman to give her blood until she has the baby [FGD: Grandmothers; Ezeagu rural].
In the village, where I live, the women will be advised to make juice out of Ugu vegetable (fluted pumpkin). They can also use bitter leaf or moringa leaves to make juice. Ehen they make this juice, they can add malt or milk and these help to build the blood very quickly [FGD: Grandmothers; Owerri Urban]
There are some leaves you can get from the bush. Once you wash them, blend them into juice and drink, it will build the blood. You can also use the normal vegetable we eat in the homes. Just eat a lot of it and you will be ok. They also give them tablets that can give blood [FGD: Grandmothers, Nsukka urban]
There are certain things that need to be done. For instance, there is need for sensitization, public education on the dangers of AIP. Then, the women should be given nets to prevent malaria. Again these routine drugs should be supplied to them free of charge [IDI: Health worker Owerri Urban]
They are not protected from getting anemia because you can’t avoid it. It is like asking if you can protect them from having big stomach when they are pregnant. You know it is not possible. But the health center gives them drugs and we give them whatever they like to eat. My wife likes to eat biscuit and Pepsi anytime she is pregnant so I buy biscuit and Pepsi for her. I don’t think that gives her shortage of blood because the human body grows well when you eat the things you really like [FGD: Fathers; Ezeagu Rural]
Key factors associated with compliance to ≥90-day uptake of micronutrients during pregnancy
95 % C.I. for EXP(B)
Near health facility
35 years and above
Third quintile and above
Attended ANC clinic
ANC ≥ 4 times
Nutritional deficiency is the commonest cause of AIP [10–12, 14–20, 29–35]. Micronutrients accessible from ANC clinics are capable of controlling the situation. However, uptake is low, especially in Nigeria [4, 5]. Unfortunately, clarity is yet to be achieved on the factors the drive uptake of micronutrients and existing literature revealed on anemia in pregnancy reveal paucity of studies on factors associated with low uptake of micronutrients. This study was thus designed to explore the factors linked to compliance with recommended uptake of micronutrients to prevent anemia during pregnancy in Nigeria, using a mixed method approach.
Distribution of respondents by Good knowledge, prevention and management practice on anemia in pregnancy and selected background variables
% Good knowledge
% Good practice
Distance from health facility
Level of schooling
Number of pregnancies
6 times &above
Knowledge of anemia in preg.
Binary Logistic Regression on Factors associated with knowlegde and practices on anemia in pregnancy
Knowledge of anemia in pregnancy
Anemia in pregnancy prevention and management practices
Univariate OR (95 % CI)
Multivariate logistic regression
Univariate OR (95 % CI)
Multivariate logistic regression
Age (35 years+
Wealth index (3-5)
The results further underscore the importance for ANC attendance whether there are community volunteers in a program or not. Not only is ANC a place where micronutrient education takes place, but also many of the women got their supplies during ANC sessions. The qualitative data revealed health workers indicating that they recommend these food supplements and also issue same to those that attend ANC. ANC also offers an important opportunity for health education on the broader risks of anemia in pregnancy.
In conclusion, this study has identified important issues, namely distance, urbanization, ANC attendance, maternal age, and personal financial opportunity, associated with compliance with the recommended ≥90-day uptake of micronutrient in prevention of iron-deficiency-related anemia during pregnancy. Further qualitative study could help confirm some of the challenges in terms of the social barriers associated with different age groups and the role of “work type” in women’s decisions and ability to comply with uptake of food supplements in prevention of anemia during pregnancy. With this additional information, health education strategies can be strengthened to close the gaps identified.
Anemia in pregnancy
Focused antenatal care
Food & Agricultural Organization
Focus group discussion
Global Information Full Text
Human immunodeficiency virus
Local government area
Lives Saved Tool
Low- and medium-income countries
Millennium Development Goal
Maternal mortality ratio
Nutrition Society of Nigeria
Primary health care
Rich Text Format
Small for gestational age
United Nations Children’s Fund
University of Nigeria Teaching Hospital
World Health Organization
The Japanese Medical & Pharmaceutical Association provided financial support for the fellowship in Takemi Program in International Health under which this manuscript was prepared. The Takemi Program in International Health, Department of Global Health and Population, Harvard TH Chan School of Public Health, gave technical support in the analysis of data and preparation of the manuscript. The University of Nigeria Nsukka provided administrative support that made the uptake of the Takemi Fellowship possible and consequently its use in the analysis of data and preparation of the manuscript.
The Japanese Medical & Pharmaceutical Association provided financial support for the fellowship in Takemi Program in International Health to prepare the manuscript. No funds were received for the collection of data.
Availability of data and materials
The data and materials related to this manuscript can be accessed at firstname.lastname@example.org.
NGO contributed substantially to the conception and design of the study as well as collection, analysis, and interpretations of data. She drafted the manuscript and revised it critically for important intellectual content. She gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved. NA contributed to collection of data. She contributed to revising the manuscript. She gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved. NC contributed to collection of data. She contributed to revising the manuscript. She gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved. UPA contributed to collection of data. She contributed to revising the manuscript. She gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved. MC contributed substantially to the analysis and interpretations of data. She revised the manuscript critically for important intellectual content. She gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved. SS contributed substantially to the analysis and interpretations of data. He also contributed in the formulation of topic and structure of the paper. He revised the manuscript critically for important intellectual content and gave approval for this version of the manuscript to be published and agreed to be accountable to all aspects of the work in ensuring that questions related to the accuracy and integrity of any part of the work are appropriately investigated and resolved.
The authors declare that they have no competing interests.
Consent for publication
The consent of the participants was also sought and received for publication of the data.
Ethics approval and consent to participate
The University of Nigeria Teaching Hospital Ethical Review Committee, a National Institute of Health (NIH)-accredited Ethics Review Board, granted ethical approval for the study. Beyond that great care was taken to provide honest and clear information about the objectives of the study and how the results would be used.
Consent was sought and received from participants to participate in the study.
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