Utilization of midwives service scheme among women farmers in Southwestern Nigeria

Maternal mortality accounts for most deaths in agrarian communities of Nigeria due to poor access to midwives services and inadequate Skilled Birth Attendants (SBAs). The Midwives Service Scheme (MSS) was established to engage more SBAs and advocate better utilization of pre and post-natal care services. Studies have focused on maternal mortality reduction, however, information on underlying factors that predispose MSS target beneﬁ ciaries to its utilization is scarce. Therefore, utilization of MSS among women farmers in southwestern Nigeria was investigated. A four-stage sampling procedure was used. Three states from southwestern states (Oyo, Ogun and Ekiti) were randomly selected. Thereafter, ten Local Government Areas (LGAs) from eighteen LGAs that adopted MSS programme in the selected states were sampled. Also, 30% of the MSS facilities in the sampled LGAs were selected, resulting in 13 MSS facilities. Proportionate sampling technique was used to select 20% of registered women farmers in the selected 13 MSS facilities to give 207 respondents. Interview schedule was used to collect data on respondents’ socioeconomic characteristics, Maternal Health Information Sources (MHIS), Maternal Health Information Seeking Behavior (MHISB) and utilization of MSS. Data were analyzed using descriptive and inferential statistics. About (55.6%) of the respondents had formal education. MHISB and eﬀ ectiveness of MSS was rated low by 53.2% and 55.6% of the respondents, respectively. MSS was moderately utilized by 64.7% of the respondents. The MSS utilization was 49.24 ± 11.39 (


Introduction
The society is sustained on continuous governments' investment in her population's health, skills, knowledge and better practices protected by laws and policies.Family institution remains the basic social institution in the society, formed on marriage, celebrated with pregnancy and childbirth for the preservation of human relationships and generation of manpower needed for the development of communities.However, maternity in rural area is confronted with serious traditional practices and norms putting women farmers at risk of maternal mortality in agrarian societies of the world.Pregnant women's tendency for safe child delivery depends on the competency and assistance of skilled birth attendants sought during childbirth.However, there is a rural-urban variation in the records of safe child delivery and maternal mortality in the country due to large concentration of obstetrics and gynecologists with the best expertise in safe child delivery concentrated at the urban areas.The urban areas have the secondary and tertiary health facilities, while the rural areas are equipped with few trained midwives coexisting with traditional birth attendants [1].
In addition, high maternal death during pregnancy and childbirth is generally a serious health concern in less advanced nations, including Nigeria [2].Moreover, it was reported that an estimate of over 300,000 women died during pregnancy and childbirth, with virtually all the maternal deaths recorded in poor health facilities and majority would have been averted [3].Yearly, thousands of Nigerian women die from pregnancy and childbirth cases, often marked with circumstances of poor medical attention [4].Studies accounted that most of these unpleasant cases could be forestalled and curtailed if childbearing female folks registered in, and utilized modern health facilities equipped with skilled birth attendants during their pregnancy period, child delivery state and post child delivery [5][6][7].Women seem to die more during pregnancy and childbirth in the rural areas than the urban areas [8].
Rural women are possibly subjected to primitive conditions that seem to promote the patronage of traditional birth attendance to child deliveries at homes and spiritual places in a bid to preserve families' cultural heritage and ethos that are unconsciously done as harmful childbirth practice.These may aggravate rural women's vulnerability to maternal mortality.The health of rural mothers is not only crucial to the health and survival of the children, but sustains their tremendous contributions to rural economies and national development.Women dominate the rural population, where majority of Nigerians live and farm [9].Furthermore, Aina, [10] posited that women in rural areas are typical farmers and artisans, who also delve into diverse entrepreneurial occupations.Women largely farm, process and ensure the sales of farm produce in almost all African nations [11].
According to United Nations Children Education Fund (UNICEF) report of 2014, women and child death pattern presented that Nigeria had not been improving rapidly to meet up with the world developmental objectives.Successive governments have adopted various programmes on safe motherhood, with many being initiated by non-governmental organizations attracting funding from international donors that are less sustainable, as withdrawal of sponsorship is inevitable after sometime; resulting in reduction in maternal death [12,13].This reduction in maternal death in Nigeria, according to Okonofua, et al. [14] still remains one of the worst records of women's death due to child bearing.The need to promote sustainable safe maternal health and expanded access to skilled birth attendants in Nigeria, particularly the rural communities, notable for inadequate basic amenities and underserved skilled birth attendance to child bearing women, led to governments' establishment of Midwives Service Scheme (MSS) by the 2009 Appropriation Act under the coordination and supervision of the National Primary Health Care Development Agency (NPHCDA).
Nigeria government launched Midwives Service Scheme in 2009, as a responsive policy to the concern of nonsustainability in the reduction of maternal death drive in the country.The MSS was established under the Federal Ministry of Health to promote equitable maternal health services and increase women's access to skilled birth attendants in both urban and rural areas of the country.The MSS programme is structured by the seal of memorandum of understanding among the three-tiers of government in Nigeria, shouldering the responsibilities for primary health care in Nigeria, under the watch of the National Primary Health Care Development Agency (NPHCDA).
In all the PHC facilities, a Village Development Committee (VDC) and Ward Development Committee (WDC) are made up of in luential people and elected representatives of the people in the community.They are established to enhance community participation and ownership of the MSS by the people in the MSS resident communities.Despite the establishment of MSS by the collaboration of federal, state and local governments in Nigeria in 2009, as a possible effort to salvage maternal mortality in the country with many primary health centres sited and utilized in the rural areas as midwives service scheme facilities, little progress seems to be achieved.Mojekwu and Ibekwe [15] stated that women death pattern to childbirth is still high in Nigeria, having one of the highest accounts of global women deaths, without a de inite period of relief.It is against this backdrop that the study determined the utilization of MSS among women farmers in southwestern Nigeria.This study therefore looked into the following research objectives: The general objective of the study was to determine the midwives services scheme utilization among women farmers in south western, Nigeria.
The speci ic objectives of the study are to: 1. Examine the maternal health information sources available to the women farmers in the study area?
2. Investigate the maternal health information seeking behavior of the women farmers to maternal health services under MSS in the study area?
3. Determine the level of utilization of midwives services scheme utilization by the respondents in the study area.

Hypotheses of the study
Ho1: There is no signi icant relationship between respondents' socioeconomic characteristics and the utilization of midwives service scheme.
Ho2: There is no signi icant relationship between effectiveness of midwives service scheme by the respondents and the utilization of the midwives service scheme.
Ho3: There is no signi icant difference in the level of midwives service scheme utilization among the respondents across the sampled states.

Theoretical framework
Andersen model of health care utilization: Andersen, [16] developed a model of health care utilization which considers three levels of decisive factors affecting outcomes (Figure 1).
(i) Predisposing factors: These represent the in luencing elements to utilize health care services.An individual is more or less likely to use health services based on his or her socioeconomic characteristics and belief in the bene its of https://doi.org/10.29328/journal.jcmhs.1001005health services.The predisposing factors include age, gender, marital status, education, occupation, societal norm and membership of an organization, which could determine the social and economic class of a person in a community, his or her ability to cope with the health problem at hand and the resources available to deal with the problem.General beliefs or attitudes about health care services might also predict its use.An individual who believes health care services are useful for the treatment of ailing conditions will likely utilize those services for his or her sick conditions.
(ii) Enabling factors: This includes available infrastructural amenities and economic potentials in an environment, access to health facilities and awareness on health services.Accessibility to health care facilities involves proximity to the health care facilities and the availability of health professions to attend to patients' health needs.
(iii) Need based factors: This includes individuals' perception of need for health services, whether personally or socially in luenced disposition to health needs.Thus, health service need could either be an individual's subjective assessment of need or advised need offered by health professional.Andersen health model was revised in 1995, showing that utilization of health care system depends on health policy, social and economic accessibility to health care services, and conviction over time.It also shows that there is a connective association among processing factors such as; primary determinants, health behaviors and health outcomes which lead to utilization of health services among people.
Primary determinants are the factors in luencing health behaviors, which include demographics, the management of the health care system and the external environment, characterized by traditions, infrastructural facilities and economic factor in luencing the utilization of health facilities and services.Management of health care system involves health personnel and medical equipment supplies, likewise level of funding.These ultimately in luence individuals' behaviors toward health services utilization.

Area of study
The study was conducted in Southwestern Nigeria.It is one of the six geopolitical zones of Nigeria.The zone comprises of Lagos, Oyo, Ogun, Ondo, Osun and Ekiti states.There are lot of villages in the Southwestern Zone of the country.The basic infrastructure needed to drive socioeconomic growth and health development is in poor condition.The primary occupation of the people is farming, with great involvement of women as a key driver in the various aspects of agricultural practices, transportation and distribution to the local markets.The women are also involved in animal husbandry and petty trading activities.Traditional rulers and opinion leaders exert great in luence on the people's response and involvement in intervention programmes.This area was chosen because of the similarity in the cultural language, climatic, environmental, political and socioeconomic factors.It has latitude of 5 0 South, 9 0 North and Longitude of 2 0

Sampling procedure and sample size
A four-stage sampling procedure was adopted for this study.The irst stage involved a simple random selection of 50% of the Southwestern states (Oyo, Ogun and Ekiti).Respondents were drawn from the list of registered child bearing women in MSS, onward of 2 to 9 months after child delivery in each of the selected states.

Sources and instruments of data collection
Both qualitative and quantitative methods were used to collect data from the respondents.The data were obtained with the use of structured interview schedules.The study also employed Focus Group Discussions (FGD) with the women farmers and In-depth interviews (IDIs) with Key Informants from the Village Development Committee for qualitative data.

Measurement of variables
Socioeconomic characteristics of child bearing women were measured at interval and nominal levels.Maternal health information sources of the respondents were sought through a list of sources of information on maternal health presented to respondents on a 2-point scale of yes and no with scores of 2 and 1, respectively.The frequency of information sourcing was sought on a 3-point scale of Always, Occasionally and Never with scores of 3, 2 and 1, respectively.Respondents' maternal information seeking behaviour towards MSS utilization was sought on a 3-point scale of early promptly sought, delayed sought and reliance on traditional birth attendants for maternal attention with scores of 3, 2 and 1, respectively.Minimum score of 16 and maximum score of 48 were recorded based on their responses.Mean score was obtained as 37.9 ± 7.83 and respondents with score below the mean was categorized as having low maternal information- seeking behavior towards MSS utilization while mean and above was categorized as high maternal information-seeking behavior towards MSS utilization.Effectiveness of MSS utilization by the respondents was measured on a 3-point scale of highly effective, effective and not effective with scores of 3, 2 and 1, respectively.Level of effectiveness of MSS was determined by pooling the scores from the effectiveness scale as indicated by each of the respondents, the mean score of 17.63 ± 5.34 was obtained and used to categorize respondents into high and low levels of effectiveness of MSS.The minimum and maximum scores obtainable were 10.00 and 30.00, respectively.Respondents' utilization of MSS was measured on a 3-point scale of always, rarely and never with scores of 2, 1 and 0, respectively.Level of utilization was determined by pooling the scores from the utilization scale as indicated by each of the respondents, the mean score of 46.42 ± 10.80 was obtained and used to categorize respondents into high and low levels of utilization.Minimum score of 30 and maximum score of 72 were recorded based on their responses.

Analysis of data
Data were described with the use of descriptive statistics such as the means, frequencies and percentages.Tests of hypotheses were carried out for hypothesis 1 using Chisquare and Pearson Product Moment Correlation (PPMC).Hypothesis 2 was tested using PPMC, while hypothesis 3 was tested using Analysis of variance (ANOVA).

Socioeconomic characteristics of respondents
The mean age, 34.97 ± 8.20, as shown in table 1, con irms that women farmers in the study area were in their young adulthood and economically active age.This implies that majority of the respondents were in their productive and child bearing age with some level of vulnerability to maternal death, which is expected to awaken their consciousness to utilising safe maternal health in the stance of midwives service scheme.This inding is in consonance with the report of Vos, et al. [18] which reveal that young childbearing women are more at risk of maternal death.Table 2 further reveals that the average family size was 6.70 ± 1.50 members.The average family size across the selected area was relatively large in size.This implies high childbirth record, with little or low safe contraceptives use, among the rural women-farmers.This result therefore suggests that women farmers place high premium on child birth, as a means of driving farm labour in the study area.The result is consistent with Ayoade, [19] which reported a family size of more than 7 members among farm families in Oyo State, thereby providing family labour for agricultural operations.
The study also reveals that more than half (56.0%) of the women farmers were crop farmers and 36.7% were processors.This is further supported by the report of Ayoade, [19] that women are well involved in food production to sustain their families' welfare.
Table 2 further reveals that more than half (58.0%) of the women farmers engaged in trading of agricultural commodities and forest products during on-season and offseason as secondary occupation.This implies that secondary occupation could offer additional sources of revenue to the respondents, improve their opportunity of having control over free decision and responsibility to utilize safe maternal health programme of MSS.This inding is in consonance with Edna, et al. [20] who reported that agricultural practices cannot effectively meet the social and economic needs of the subsistent farmers; secondary occupations therefore appropriately buffer their farm income.
The study assessed the years of farming in table 2 to be an average of 22.14 ± 9.04 years.The years of farming re lect an index of farming experience.Women farmers with longer years of farming experience stand better chances of having better farming, farming risk management skills and knowledge of pro itable farming.Nwaobiola and Onumadu, [21] work supported this inding that farming experience advances the productivity of farmers through open-mindedness to technology adoption, which in the same vein improves their farm yield.The inding is also in consonance with the indings of Nwaogwu, et al. [22] who reported that farming experience aids farmers' timely innovation adoption and enhances the pro itability of farm venture.The mean monthly income of ₦22,014.43 ± 13.08 as shown in table 2 con irms that women farmers in the study area were small holder farmers with low income even with their complementary earnings from offfarm and non-farm activities as secondary occupation.This indicates that the economies of primary farming operations and combined secondary occupations were small, yielding low monthly income, which could limit respondents' utilization of MSS.This inding is supported by Adamu, [23] who reported that family income is an indicator to utilize modern health care facilities, hence it predicates the inancial capacity and responsibility of bearing the cost of medical service.
Table 2 reveals that 44.4% of the respondents across the selected states belonged to cooperative group, while 50.2% belonged to occupational group.This means that the women farmers were privileged to receive and share information on agricultural production and safe maternal health through these social organizations.The inding is also in consonance with Hagedoorn, [24] who reported that social relationships increase awareness of better practices and making informed decisions on recognized needs.This inding also corroborates Adekoya, [25] who asserted that membership of associations promotes symbiotic relationship and understanding among farmers, which often result into dedication to assist each other.
Religion is reported in igure 2 as an integral part of people's way of life, premised on belief, custom, moral and habits that sharpen the minds of people in the face of various life events and challenges, transmissible from generation to generation.All the three main religion groups were represented in the study area, with the result, re lecting that most (67.1%) were Christians, 29.5% were Muslims and very few (3.4%) of the respondents were traditionalists.This implies that religion among the respondents is a powerful tool and endorsement platform to seek preventive health care through MSS utilization, as it does not contradict the utilization of MSS services.

Educational status of respondents
The study reveals in igure 3, that 44.4% of the respondents  had no formal education, while more than half (55.6%) had a form of formal education across the study area.This implies that many of the women farmers had a level of formal education.This could be connected to parents in the selected area, giving at least primary education to many of their girl children before giving them out to men in marriage.This infers that educated women are more likely to access safe maternal health information from diverse sources, disseminate to others and use, just in the case of MSS for mother and child safety.This result negates the assertion of Oluwadare and Jegede, [26] who reported that daughters are restricted to demeaning traditions that deny them access to schooling, inancial resources and making independent decisions on their life aspirations.This inding is also corroborated by the assertion of Fasokun, et al. [27] that education guarantees enlightenment and liberty of people of all ages from ignorance and deprivations of human right, particularly women as it offers them capacity and free choice to make appropriate decisions on life issues.

Decision making on facility for childbirth
The study reveals in igure 4, that husband decided the facility for child birth (62.3%) across the selected study areas, while 27.1% of the facility used by women farmers for childbirth was decided by husband and wife.This implies that husband in luenced respondents' decision on health facility for childbirth and largely owned responsibility on the decision concerning facility for child delivery.WHO, [28] supported this inding that women's decision on their reproductive health is subject to consent and approval of their husbands.
FDG excerpts with men in the Village Development Committee at Orun Ekiti supported this inding that, "Men are the heads of their families and decisions concerning all members of the family are principally taken by men.The same thing applies to MSS utilization in families, but for efforts of the group in talking with the men to allow the participation of their pregnant wives in the MSS programme with proofs of many safe children deliveries in our MSS centre for over eight years now, it has been allowing more registration of pregnant women in the programme and utilization of MSS in our community."

Maternal health information sources available to the respondents
Sources of respondents' maternal health information.
Table 3 shows that community health extension workers (96.1%) were the major source of maternal health information to the respondents.This was buttressed in the FGD reports that respondents preferred and used community health extension workers most for their maternal health information,

"because we usually hear of the best and safest child birth practices, children care and other maternal health information and the importance of adherence to them through community health extension workers, who don't get tired of visiting our homes".
Other varieties of media were also sourced by the respondents for appropriate maternal health information on their maternal health needs.Babalola and Fatusi, [29] supported this inding that sourcing maternal health through mass media promotes safe motherhood and corrects existing misconception surrounding reproductive health in the society.

Respondents' maternal health seeking behavior
Majority (93.7%) of the respondents promptly sought vaccination against and treatment of diseases like measles and pneumonia in infants through MSS.This indicates that women farmers gave priority to the survival of their infants by promptly seeking safe maternal assistance for the survival of their infants, which would transit to dependable cheap family labour in the nearest future.Majority (93.2%) of the respondents sought survival interventions like Vitamin A and de-worming promptly for their infants.This indicates that majority of the respondents gave high premium to child safety through vaccination of their children against diseases and preventing them from worms' attack that could limit their growth and life potentials through prompt consult of MSS.These indings are consistent with that of Anastasia and Marie, [30] who found that women's search for reproductive health depends on its reach and publicity to them, which aid their capacity to utilize.

Level of respondents' maternal health information seeking behavior in MSS facilities
Table 4 reveals that respondents' maternal health seeking behavior in MSS facilities was low across the study area, with 53.2% having a mean score of less than 38, belonging to the low category.This indicates that the respondents' maternal information seeking behavior in MSS was low despite many of them having a form of formal education and contacts with community health extension workers in the earlier reports presented in table 2, respectively.This inding is consistent with that of Zhao, et al. [31] that the right maternal information is crucial to safe motherhood and wellbeing of women.

Utilization of MSS
Table 5 shows the services offered by MSS to the respondents.Neonatal care was the most utilized skilled birth attendants service ( x = 1.70) as a component of MSS by the respondents.This implies that assistance of skilled birth attendants was well sought and utilized after the delivery of their children by the women farmers while the least utilized skilled birth attendant service accessed by the women farmers was ambulance service ( x = 0.40).These suggested that upon respondents safe children delivery and stress underwent, they were very concerned and did their best to keep their children safe unlike utilizing ambulance service that were not readily available and functional in emergency situations.Okwa, [32] supported these indings that women's use of orthodox health has a bearing to the treatment given them, incremental access and proximity to the facilities around them.

Level of utilization of MSS
The study reveals on table 6 that many (64.7%) of the women farmers' utilized MSS moderately, having utilized MSS more than the average of 46.42 ± 10.80.This indicates that many of the women farmers did not fully engage the use of MSS to maximize its potentials of preventing maternal death, ensuring safe child birth and ensuring survival of healthy children.Thus, respondents' low accessibility to MSS, poor effectiveness of MSS operations, low affordability of MSS and prevailing husbands' decision on child birth in the rural areas earlier reported could be responsible for their inadequate utilization of MSS, which could lead to negative maternal outcomes.This inding corroborates World Health Organization [6,28] that women die of pregnancy and childbirth as a result of low utilization of orthodox medicine.The result is further corroborated by [33] who reported that low accessibility to and utilization of orthodox medical services is laden with patterns of social relationships and interactions, women's stake in family matters and inancial status of families.

Eff ectiveness of MSS
Table 7 reveals that the most effective of the MSS services offered the respondents included exclusive breast feeding on infant growth condition ( = 1.29), health talk on nutrition education and stress management ( x = 1.21), positive and prompt response of SBAs toward respondents ( x = 1.14) and child delivery service ( x = 1.10).The least effective of the MSS services to the respondents were management of pregnancy complication cases ( x = 0.19), ambulance service ( x = 0.27) and availability of drugs at the MSS facility ( x = 0.29).These indicate that the adoption of exclusive breastfeeding for infants, health talk given to respondents on nutrition and stress management and SBAs attention to their medical needs were the most effective maternal health services received.It can be inferred that the large advocacy of exclusive breast feeding from various programmes on safe maternal health, health talk on nutrition and stress management, likewise the readiness of skilled birth attendants to attend to pregnant and nursing mothers spurred respondents' utilization of MSS.These indings are in line with Beaglehole and Dalpoz, [34] who found that that comfortable, secure, warm and pro icient health service is crucial to better health practices and utilization.

Respondents' level of eff ectiveness of MSS
Table 8 reveals that the level of effectiveness of MSS was low in the study area, with 55.6% of women farmers having a mean score of less than 18.This implies that maternal health services available and offered to the respondents through MSS was not effective in its delivery of maternal health services.Thus, the poor effectiveness of MSS operations among the respondents could reduce their utilization of MSS.Ajilowo and Olujimi, [35] supported this inding that health services are more effective in the towns and cities than in the villages. x

Test of hypotheses
Ho1: Relationship between respondents' socioeconomic characteristics and utilization of MSS.Table 9 reveals that signi icant relationship existed between the religion of women farmers and utilization of MSS (χ 2 = 0.630, p < 0.05).This implies that religion did not contradict the use of MSS among women farmers, as it remains an environmental force in the society to propagate safe child birth ideas, beliefs, knowledge and ideal maternal ethical practices that could be used to propagate the utilization of MSS.Obasi, [36] supported this inding that the norm and practice of a society depends on systems of faith, custom and precepts guiding the existence of a people.Signi icant correlation existed between educational level of the women farmers and utilization of MSS (χ 2 = 0.630, p > 0.05).This shows that the higher the women farmers were educated and enlightened the more they consciously seek and utilize MSS as the best option to safe maternal health.This result agrees with Etuk, et al. [37] who asserted that learning is instrumental and informative to knowledge search, likewise its usefulness among a group of people.Family size had signi icant correlation with MSS utilization (r = 0.523, p < 0.05).This implies that as the family size of the women farmers' increases, there is a tendency for them to experience additional maternal risks from more family stress and different experiences of pregnancy and child birth, which could in luence them to utilize MSS as a better alternative to other child delivery centres in their locality.This result negates the inding of Kebebe, et al. [38] that women with big family sizes seem not to deliver in orthodox health facilities.
Monthly income had a signi icant correlation with MSS utilization among women farmers in the selected states (r = 0.480, p < 0.05).This shows that improved monthly income among the respondents strengthens their inancial capability and opportunity to utilize MSS.Mansoor, et al. [39] supported this inding that utilization of modern health services among inhabitants of a community depends on its provision, ef icacy, inancial implication, people's faith in the, Ho2: Correlation between effectiveness and utilization of MSS.
The study reveals in table 10 that no signi icant correlation existed between effectiveness of MSS and the utilization of MSS in the study area (r = 0.605; p > 0.05).This implies that the lower the respondents' expectations are met in terms of service delivery of MSS, the lower the tendency to utilize adequately.This might be that the evaluation of the respondents in terms of the services offered by MSS and its operations were not satisfactory enough and unconvincing for adequate utilization, despite producing actual result of safe pregnancy and child birth.This could be as a result of inadequacy in the quality of programme delivery, leading to non-signi icance of utilization among the respondents.The result agrees with Dairo and Owoyokun, [40] who found that women resident in areas with good infrastructure are prone to utilise orthodox medicine facilities actively than those resident in areas with poor infrastructural facilities.
Ho3: Signi icant differences in the level of MSS utilization among the respondents across states.
The study reveals in table 11 that a signi icant difference existed in the level of MSS utilization among the respondents across the three sampled states.This means that MSS utilization levels of the respondents vary from one state to another.This may not only be as a result of varying scales of their socioeconomic characteristics, but may also be due to varying levels of their maternal health information seeking behavior and effectiveness of MSS.This result is consistent with the inding of Ranjendra, et al. [41] that the predictors of women utilizing mother and child care health services are patterns of social relationships, pre-conceived notions, norms and values, mutual suspicion and disposition to skilled birth attendants, likewise proximity to orthodox health facilities and inancial capability.
The post hoc test, using Schaffer in table 12 further shows separation of means across the three states.It reveals that the level of utilization of MSS was higher and the same for respondents in Oyo State (49.2410 ± 11.39) and Ogun State (45.0806 ± 9.28), respectively while there was no signi icant difference between the level of MSS utilization in Ogun (45.0806 ± 9.28) and Ekiti (44.0000 ± 10.71).The similarities in the in MSS utilization levels by the respondents in Oyo and Ogun states and in Ogun and Oyo states, respectively may be connected with respondents' maternal health information seeking behavior and effectiveness of MSS in the states.

Conclusion
The study concludes that women farmers are mainly in their reproductive ages of child bearing and active years of involvement in all aspects of agricultural activities, hence they expected to utilize MSS for safe maternal health and child care, sustainable for farm labour and farming occupation.Respondents are mainly small holder farmers participating in other livelihood activities, as secondary occupations for increased income, yet recorded low monthly income.Christianity was their predominant religion, Islam was also practiced among many and few were traditional worshippers, whose religious faith did not contradict the utilization of MSS.Many had a form of formal education but were subsumed to their husbands' decision in utilization of MSS, with resultant effect of women farmers having little or no say on decision to utilize MSS for their maternal health.Also, sourcing of maternal health information was mainly through community health extension workers.
The study further concludes that respondents' maternal health information seeking behavior on MSS was high.Utilization of MSS was moderate, which may be connected to low effectiveness of MSS.The most utilized MSS services were neonatal care, post natal care, skilled birth attendants, while the least utilized were ambulance service and referral service, owing to the premium women farmers placed on their infants' survival and children as farm support.MSS utilization was concluded to be most utilized in Oyo and least utilized in Ekiti.The study concludes that the utilization of MSS is a function of the nexus of several factors, among which are accessibility to MSS, monthly income, sources of maternal health information, maternal health information seeking behavior and affordability of MSS.

Recommendations
Community health extension workers and Village Development Committee members should extend safe maternal health sensitization of MSS to husbands in rural communities for enhanced utilization of MSS by their wives, so as to mitigate against avoidable maternal death, improve child bearing women's maternal health information seeking behavior towards MSS and strengthening of MSS utilization in the rural communities.
There is need for government at all levels, Non-Governmental Organizations (NGOs), civil societies and community leaders to harmoniously encourage all child bearing women in the rural areas to utilize MSS for their maternal health care.This will enhance more and adequate utilization of MSS facilities among rural women and prevent them from needless maternal death.
Government should provide Midwives Service Scheme facilities with laboratories, essential medical equipment and drugs, improve the basic social amenities in the farming communities like electricity and good rural road network to drive the functionality of the laboratories, and improve the effectiveness of Midwives Service Scheme, essential for effective utilization among child bearing women farmers.
Government should employ more skilled birth attendants to attend to the child bearing women utilizing MSS, in order to increase the skilled birth attendants' ratio to the child bearing women.This will enhance more women farmers' accessibility to SBAs and reduce their waiting time seeking the attention of SBAs on their maternal health needs.
Government should ensure that there is the provision of functional, standby and least expensive ambulance service at the MSS facilities for complicated and emergency cases that need quick referral to the general and tertiary hospitals in the urban areas, usually distant from the rural areas.

Figure 2 :
Figure 2: Percentage distribution of the respondents' religion.

Figure 3 :
Figure 3: Percentage distribution of respondents' educational status.

Table 1 :
Sampling of child bearing women farmers utilising MSS facilities.

Table 2 :
Distribution of respondents by socioeconomic characteristics in the study area.

Table 4 :
Distribution of respondents based on level of their maternal health information seeking behaviour in MSS facilities.

Table 5 :
Distribution of Respondents Based on the Utilization of Midwives Service Scheme.

Table 6 :
Level of Utilization of MSS.

Table 7 :
Distribution of respondents by Eff ectiveness of MSS.

Table 8 :
Distribution of respondents based on the levels of eff ectiveness of MSS.

Table 9 :
Relationship between respondents' socioeconomic characteristics and MSS Utilization.

Table 10 :
Pearson Product Moment Correlation analysis of the correlation between eff ectiveness and Utilization of MSS.

Table 11 :
Analysis of variance of the diff erences in the levels of Utilization of MSS across states

Table 12 :
Post hoc analysis of the separation of means for respondents' level of MSS Utilization across the selected states.