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1.
BMC Pregnancy Childbirth ; 23(1): 798, 2023 Nov 17.
Article in English | MEDLINE | ID: mdl-37978465

ABSTRACT

Respectful maternity care (RMC) - a fundamental human right for all women - prioritizes autonomy and rights of pregnant and birthing women throughout the entire childbirth journey. Despite increasing acknowledgment of the importance of RMC for optimal maternal and new-born outcomes, women often experience disrespectful and abusive practices during pregnancy and childbirth. This Editorial points to the need for development of international guidelines for the implementation of RMC programs globally.


Subject(s)
Maternal Health Services , Quality of Health Care , Pregnancy , Female , Humans , Attitude of Health Personnel , Delivery, Obstetric , Respect , Parturition
2.
BMC Res Notes ; 16(1): 17, 2023 Feb 20.
Article in English | MEDLINE | ID: mdl-36803880

ABSTRACT

BACKGROUND: Maternal mortality is still a burden worldwide, and Ghana's maternal and child mortalities are still high. Incentive schemes have been effective in improving health workers' performance thereby reducing maternal and child deaths. The efficiency of public health services in most developing countries has been linked to the provision of incentives. Thus, financial packages for Community Health Volunteers (CHVs) serve as enablers for them to be focused and committed to their work. However, the poor performance of CHVs is still a challenge in health service delivery in many developing countries. Although the reasons for these persistent problems are understood, we need to find out how to implement what works in the face of political will and financial constraints. This study assesses how different incentives influence reported motivation and perceptions of performance in Community-based Health Planning and Services Program (CHPS) zones in the Upper East region. METHODS: A quasi-experimental study design with post-intervention measurement was used. Performance-based interventions were implemented for 1 year in the Upper East region. The different interventions were rolled out in 55 of 120 CHPS zones. The 55 CHPS zones were randomly assigned to four groups: three groups of 14 CHPS zones with the last group containing 13 CHPS zones. Several alternative types of financial and non-financial incentives as well as their sustainability were explored. The financial incentive was a small monthly performance-based Stipend. The non-financial incentives were: Community recognition; paying for National Health Insurance Scheme (NHIS) premiums and fees for CHV, one spouse, and up to two children below 18 years, and; quarterly performance-based Awards for best-performing CHVs. The four groups represent the four different incentive schemes. We conducted 31 In-depth interviews (IDIs) and 31 Focus Group Discussions (FGDs) with health professionals and community members. RESULTS: Community members and the CHVs wanted the stipend as the first incentive but requested that it be increased from the current level. The Community Health Officers (CHOs) prioritized the Awards over the Stipend because they felt it was too small to generate the required motivation in the CHVs. The second incentive was the National Health Insurance Scheme (NHIS) registration. Community recognition was also considered by health professionals as effective in motiving CHVs and work support inputs and CHVs training helped in improving output. The various incentives have helped increase health education and facilitated the work of the volunteers leading to increased outputs: Household visits and Antenatal Care and Postnatal Care coverage improved. The incentives have also influenced the initiative of volunteers. Work support inputs were also regarded as motivators by CHVs, but the challenges with the incentives included the size of the stipend and delays in disbursement. CONCLUSION: Incentives are effective in motivating CHVs to improve their performance, thereby improving access to and use of health services by community members. The Stipend, NHIS, Community recognition and Awards, and the work support inputs all appeared to be effective in improving CHVs' performance and outcomes. Therefore, if health professionals implement these financial and non-financial incentives, it could bring a positive impact on health service delivery and use. Also, building the capacities of CHVs and providing them with the necessary inputs could improve output.


Subject(s)
Health Planning , Motivation , Child , Humans , Female , Pregnancy , Ghana , Community Health Services , Focus Groups
3.
PLoS One ; 17(12): e0277197, 2022.
Article in English | MEDLINE | ID: mdl-36538549

ABSTRACT

INTRODUCTION: Despite the emphasis on reporting of Adverse Events Following Immunisation (AEFIs) during didactic training sessions, especially prior to new vaccine introductions, it remains low in Ghana. We explored the factors underlying the under-reporting of AEFI by healthcare workers (HCWs) to provide guidance on appropriate interventions to increase reporting. METHODS: We conducted an exploratory descriptive in-depth study of the factors contributing to low reporting of AEFI among HCWs in four regions in Ghana. Key informant interviews (KII) were held with purposively selected individuals that are relevant to the AEFI reporting process at the district, regional, and national levels. We used KII guides to conduct in-depth interviews and used NVivo 10 qualitative software to analyse the data. Themes on factors influencing AEFI reporting were derived inductively from the data, and illustrative quotes from respondents were used to support the narratives. RESULTS: We conducted 116 KIIs with the health managers, regulators and frontline HCWs and found that lack of information on reportable AEFIs and reporting structures, misunderstanding of reportable AEFIs, heavy workload, cost of reporting AEFIs, fear of blame by supervisors, lack of motivation, and inadequate feedback as factors responsible for underreporting of AEFIs. Respondents suggested that capacity building for frontline HCWs, effective supervision, the provision of motivation and feedback, simplification of reporting procedures, incentives for integrating AEFI reporting into routine monitoring and reporting, standardization of reporting procedures across regions, and developing appropriate interventions to address the fear of personal consequences would help improve AEFI reporting. CONCLUSION: From the perspectives of a broad range of key informants at all levels of the vaccine safety system, we found multiple factors (both structural and behavioural), that may impact HCW reporting of AEFI in Ghana. Improvements in line with the suggestions are necessary for increased AEFI reporting in Ghana.


Subject(s)
Adverse Drug Reaction Reporting Systems , Vaccination , Vaccines , Humans , Adverse Drug Reaction Reporting Systems/standards , Ghana , Health Personnel , Vaccination/adverse effects , Vaccines/adverse effects
4.
Heliyon ; 8(11): e11413, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36387552

ABSTRACT

Background: Breast cancer is steadily increasing in Ghana, with the majority of Ghanaians only seeking care in the advanced stage of the disease. Furthermore, structured breast cancer control strategies are mostly non-existent. This study aimed to examine breast cancer and breast screening pathways in a tertiary healthcare facility within the Kumasi metropolis. Method: We used a single exploratory case-study design to purposefully select one healthcare facility as a case with embedded sub-units of analysis (patients, first-degree relatives of patients, and clinicians) to address the study's aim. In-depth interview was used to generate evidence from 35 participants. Applying Miles and Huberman's thematic strategy, a cross-case analysis was conducted using Morse's analytical framework. Results: Five (5) main themes emerged from the data: description of breast cancer, breast health education in Ghana, breast screening practices among women, the state of breast screening and barriers to breast screening uptake and lastly, the way forward. Malignancy of the breast was described as common, especially among young women who commonly present with advanced disease with poor prognostic outcomes. There were reports of limited breast cancer awareness and knowledge among women. Comparatively, urban educated women were noted to be relatively knowledgeable and more proactive about breast cancer than the less-privileged women in rural communities. Self and clinical-breast examination practices were reported as unusual habits for Ghanaian women. Several provider-related factors, lack of screening facilities, and attitude of women were highlighted as barriers to breast screening practices. Education among health professionals and interventions to promote opportunistic and organized breast screening were cited as the way forward for breast cancer control and early detection in Ghana. Conclusion: This is a confirmatory result of a stark burden of breast cancer in Ghana, inferring a need to address the deficiencies around breast cancer and early detection practices.

5.
PLoS One ; 17(9): e0274871, 2022.
Article in English | MEDLINE | ID: mdl-36178884

ABSTRACT

BACKGROUND: Utilization of antenatal care services in Ghana has substantially increased over the years, but the rates of mother-to-child transmission of HIV is still high. The high burden of HIV among pregnant women has serious implications for mother-to-child transmission. The main objective of this study was to assess the compliance of HIV testing and counseling provided at antenatal care clinics in two rural districts in northern Ghana by comparing reported practices to the national guidelines. METHODS: This study was a descriptive qualitative study conducted in the Kassena-Nankana Districts of northern Ghana. In-depth interviews were conducted with 10 midwives, 10 mothers, and 2 public health nurses who were recruited through purposive and snowball sampling. All interviews were audio recorded, transcribed into English, and imported into NVivo 12.0 software for open, axial, and selective coding. RESULTS: The findings indicate that not all pregnant women were informed prior to testing nor informed of their test results. Many mothers indicated that pre-test counseling is limited although the midwives claimed to provide it. Post-test counseling is primarily given to those who test positive, and several midwives agreed that there is no need to counsel HIV-negative women. Perceptions of the lack of confidentiality and privacy were pervasive among mothers despite the emphasis placed on its importance by the midwives. There were conflicting reports on whether HIV testing during antenatal care is voluntary or compulsory. The challenges with HIV testing and counseling that were mentioned by midwives include lack of adequate infrastructure, language barriers, and insufficient training. CONCLUSIONS: HIV testing and counseling provided at antenatal care is not uniform across all health facilities and does not strictly adhere to national guidelines. Future interventions that focus on standardization, monitoring, privacy, and capacity building are likely to prove valuable in ensuring quality services are provided.


Subject(s)
HIV Infections , Prenatal Care , Ambulatory Care Facilities , Counseling , Female , Ghana/epidemiology , HIV Infections/diagnosis , HIV Infections/epidemiology , HIV Testing , Humans , Infectious Disease Transmission, Vertical , Pregnancy , Prenatal Care/methods
6.
PLoS One ; 16(5): e0249332, 2021.
Article in English | MEDLINE | ID: mdl-33951049

ABSTRACT

BACKGROUND: Community participation in health care delivery will ensure service availability and accessibility and guarantee community ownership of the program. Community-based strategies such as the involvement of Community Health Volunteers (CHVs) and Community Health Management Committees (CHMCs) are likely to advance primary healthcare in general, but the criteria for selecting CHVs, CHMCs and efforts to sustain these roles are not clear 20 years after implementing the Community-based Health Planning Services program. We examined the process of selecting these cadres of community health workers and their current role within Ghana's flagship program for primary care-the Community-based Health Planning and Services program. METHODS: This was an exploratory study design using qualitative methods to appraise the health system and stakeholder participation in Community-based Health Planning and Services program implementation in the Upper East region of Ghana. We conducted 51 in-depth interviews and 33 focus group discussions with health professionals and community members. RESULTS: Community Health Volunteers and Community Health Management Committees are the representatives of the community in the routine implementation of the Community-based Health Planning and Services program. They are selected, appointed, or nominated by their communities. Some inherit the position through apprenticeship and others are recruited through advertisement. The selection is mostly initiated by the health providers and carried out by community members. Community Health Volunteers lead community mobilization efforts, support health providers in health promotion activities, manage minor illnesses, and encourage pregnant women to use maternal health services. Community Health Volunteers also translate health messages delivered by health providers to the people in their local languages. Community Health Management Committees mobilize resources for the development of Community-based Health Planning and Services program compounds. They play a mediatory role between health providers in the health compounds and the community members. Volunteers are sometimes given non-financial incentives but there are suggestions to include financial incentives. CONCLUSION: Community Health Volunteers and Community Health Management Committees play a critical role in primary health care. The criteria for selecting Community Health Volunteers and Community Health Management Committees vary but need to be standardized to ensure that only self-motivated individuals are selected. Thus, CHVs and CHMCs should contest for their positions and be endorsed by their community members and assigned roles by health professionals in the CHPS zones. Efforts to sustain them within the health system should include the provision of financial incentives.


Subject(s)
Community Health Planning/statistics & numerical data , Community Health Services/statistics & numerical data , Adult , Community Participation , Female , Ghana , Humans , Male , Motivation , Pregnancy , Rural Health Services/statistics & numerical data
7.
PLoS One ; 14(4): e0214923, 2019.
Article in English | MEDLINE | ID: mdl-31009478

ABSTRACT

BACKGROUND: Globally, an estimated two million women have undergone Female Genital Mutilation (FGM), and approximately four percent of women who have been circumcised live in Ghana. In the Bawku Municipality and Pusiga District, sixty one percent of women have undergone the procedure. This study therefore aimed at identifying the factors that sustain the practice of FGM despite its illegality, in the Bawku Municipality and the Pusiga District. METHOD: This study used a descriptive qualitative design based on grounded theory. We used purposive sampling to identify and recruit community stakeholders, and then used the snowball sampling to identify, recruit, and interview circumcised women. We then used community stakeholders to identify two types of focus group participants: men and women of reproductive age and older men and women from the community. In-depth interviews and focus group discussions were conducted and qualitative analysis undertaken to develop a conceptual framework for understanding both the roots and the drivers of FGM. RESULTS: Historical traditions and religious rites preserve FGM and ensure its continuity, and older women and peers are a source of support for the practice through the pressure they exert. The easy movement of women across borders (to where FGM is still practice) helps to perpetuate the practice, as does the belief that FGM will preserve virginity and reduce promiscuity. In addition, male dominance and lack of female autonomy ensures continuation of the practice. CONCLUSION: Female Genital Mutilation continues to persist despite its illegality because of social pressure on women/girls to conform to social norms, peer acceptance, fear of criticism and religious reasons. Implementing interventions targeting border towns, religious leaders and their followers, older men and women and younger men and women will help eradicate the practice.


Subject(s)
Circumcision, Female , Health Knowledge, Attitudes, Practice , Adolescent , Adult , Aged , Circumcision, Female/ethnology , Circumcision, Female/legislation & jurisprudence , Female , Ghana , Humans , Male , Middle Aged
8.
PLoS One ; 10(5): e0125920, 2015.
Article in English | MEDLINE | ID: mdl-25974093

ABSTRACT

OBJECTIVE: This paper investigated the cost-effectiveness of a computer-assisted Clinical Decision Support System (CDSS) in the identification of maternal complications in Ghana. METHODS: A cost-effectiveness analysis was performed in a before- and after-intervention study. Analysis was conducted from the provider's perspective. The intervention area was the Kassena- Nankana district where computer-assisted CDSS was used by midwives in maternal care in six selected health centres. Six selected health centers in the Builsa district served as the non-intervention group, where the normal Ghana Health Service activities were being carried out. RESULTS: Computer-assisted CDSS increased the detection of pregnancy complications during antenatal care (ANC) in the intervention health centres (before-intervention = 9 /1,000 ANC attendance; after-intervention = 12/1,000 ANC attendance; P-value = 0.010). In the intervention health centres, there was a decrease in the number of complications during labour by 1.1%, though the difference was not statistically significant (before-intervention =107/1,000 labour clients; after-intervention = 96/1,000 labour clients; P-value = 0.305). Also, at the intervention health centres, the average cost per pregnancy complication detected during ANC (cost -effectiveness ratio) decreased from US$17,017.58 (before-intervention) to US$15,207.5 (after-intervention). Incremental cost -effectiveness ratio (ICER) was estimated at US$1,142. Considering only additional costs (cost of computer-assisted CDSS), cost per pregnancy complication detected was US$285. CONCLUSIONS: Computer -assisted CDSS has the potential to identify complications during pregnancy and marginal reduction in labour complications. Implementing computer-assisted CDSS is more costly but more effective in the detection of pregnancy complications compared to routine maternal care, hence making the decision to implement CDSS very complex. Policy makers should however be guided by whether the additional benefit is worth the additional cost.


Subject(s)
Decision Support Systems, Clinical/economics , Maternal Health Services/economics , Pregnancy Complications/economics , Cost-Benefit Analysis , Female , Ghana/epidemiology , Humans , Labor, Obstetric , Maternal Health/economics , Pregnancy , Pregnancy Complications/epidemiology
9.
Soc Sci Med ; 133: 59-66, 2015 May.
Article in English | MEDLINE | ID: mdl-25841096

ABSTRACT

Traditional medical systems in low income countries remain the first line service of choice, particularly for rural communities. Although the role of traditional birth attendants (TBAs) is recognised in many primary health care systems in low income countries, other types of traditional practitioners have had less traction. We explored the role played by traditional healers in northern Ghana in managing pregnancy-related complications and examined their relevance to current initiatives to reduce maternal morbidity and mortality. A grounded theory qualitative approach was employed. Twenty focus group discussions were conducted with TBAs and 19 in-depth interviews with traditional healers with expertise in managing obstetric complications. Traditional healers are extensively consulted to manage obstetric complications within their communities. Their clientele includes families who for either reasons of access or traditional beliefs, will not use modern health care providers, or those who shop across multiple health systems. The traditional practitioners claim expertise in a range of complications that are related to witchcraft and other culturally defined syndromes; conditions for which modern health care providers are believed to lack expertise. Most healers expressed a willingness to work with the formal health services because they had unique knowledge, skills and the trust of the community. However this would require a stronger acknowledgement and integration within safe motherhood programs.


Subject(s)
Maternal Health Services , Medicine, African Traditional , Midwifery/statistics & numerical data , Obstetrics , Pregnancy Complications/therapy , Adult , Developing Countries , Female , Focus Groups , Ghana , Grounded Theory , Humans , Male , Maternal Health Services/methods , Middle Aged , Patient Acceptance of Health Care/psychology , Pregnancy , Rural Population , Workforce
10.
Glob Public Health ; 10(9): 1078-91, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25635475

ABSTRACT

Previous research suggests that care-seeking in rural northern Ghana is often governed by a woman's husband or compound head. This study was designed to explore the role grandmothers (typically a woman's mother-in-law) play in influencing maternal and newborn healthcare decisions. In-depth interviews were conducted with 35 mothers of newborns, 8 traditional birth attendants and local healers, 16 community leaders and 13 healthcare practitioners. An additional 18 focus groups were conducted with stakeholders such as household heads, compound leaders and grandmothers. In this region, grandmothers play many roles. They may act as primary support providers to pregnant mothers, care for newborns following delivery, preserve cultural traditions and serve as repositories of knowledge on local medicine. Grandmothers may also serve as gatekeepers for health-seeking behaviour, especially with regard to their daughters and daughters-in-law. This research also sheds light on the potential gap between health education campaigns that target mothers as autonomous decision-makers, and the reality of a more collectivist community structure in which mothers rarely make such decisions without the support of other community members.


Subject(s)
Grandparents/psychology , Health Knowledge, Attitudes, Practice , Intergenerational Relations , Maternal-Child Health Services/statistics & numerical data , Medicine, African Traditional/trends , Mothers/psychology , Patient Acceptance of Health Care/psychology , Women's Rights/trends , Decision Making , Female , Gatekeeping , Ghana/epidemiology , Humans , Infant , Infant Mortality/trends , Infant, Newborn , Interviews as Topic , Medicine, African Traditional/psychology , Midwifery , Power, Psychological , Pregnancy , Rural Health
11.
BMC Health Serv Res ; 15: 34, 2015 Jan 22.
Article in English | MEDLINE | ID: mdl-25608609

ABSTRACT

BACKGROUND: The cost of treating maternal complications has serious economic consequences to households and can hinder the utilization of maternal health care services at the health facilities. This study estimated the cost of maternal complications to women and their households in the Kassena-Nankana district of northern Ghana. METHODS: We carried out a cross-sectional study between February and April 2014 in the Kassena-Nankana district. Out of a total of 296 women who were referred to the hospital for maternal complications from the health centre level, sixty of them were involved in the study. Socio-demographic data of respondents as well as direct and indirect costs involved in the management of the complications at the hospital were collected from the patient's perspective. Analysis was performed using STATA 11. RESULTS: Out of the 60 respondents, 60% (36) of them suffered complications due to prolonged labour, 17% (10) due to severe abdominal pain, 10% (6) due to anaemia/malaria and 7% (4) due to pre-eclampsia. Most of the women who had complications were primiparous and were between 21-25 years old. Transportation cost accounted for the largest cost, representing 32% of total cost of treatment. The median direct medical cost was US$8.68 per treatment, representing 44% of the total cost of treatment. Indirect costs accounted for the largest proportion of total cost (79%). Overall, the median expenditure by households on both direct and indirect costs per complication was US$32.03. Disaggregating costs by type of complication, costs ranged from a median of US$58.33 for pre-eclampsia to US$6.84 for haemorrrhage. The median number of days spent in the hospital was 2 days - five days for pre-eclampsia. About 33% (6) of households spent more than 5% of annual household expenditure and therefore faced catastrophic payments. CONCLUSION: Although maternal health services are free in Ghana, women still incur substantial costs when complications occur and face the risk of incurring catastrophic health expenditure.


Subject(s)
Health Expenditures/statistics & numerical data , Maternal Health Services/economics , Maternal Health Services/statistics & numerical data , Pregnancy Complications/economics , Pregnancy Complications/therapy , Adult , Cross-Sectional Studies , Female , Ghana , Humans , Pregnancy , Socioeconomic Factors , Young Adult
12.
BMC Pregnancy Childbirth ; 12: 76, 2012 Aug 02.
Article in English | MEDLINE | ID: mdl-22857600

ABSTRACT

BACKGROUND: Good nutrition is essential for increasing survival rates of infants. This study explored infant feeding practices in a resource-poor setting and assessed implications for future interventions focused on improving newborn health. METHODS: The study took place in the Kassena-Nankana District of the Upper East Region of northern Ghana. In-depth interviews were conducted with 35 women with newborn infants, 8 traditional birth attendants and local healers, and 16 community leaders. An additional 18 focus group discussions were conducted with household heads, compound heads and grandmothers. All interviews and discussions were audio taped, transcribed verbatim and analyzed using NVivo 9.0. RESULTS: Community members are knowledgeable about the importance of breastfeeding, and most women with newborn infants do attempt to breastfeed. However, data suggest that traditional practices related to breastfeeding and infant nutrition continue, despite knowledge of clinical guidelines. Such traditional practices include feeding newborn infants water, gripe water, local herbs, or traditionally meaningful foods such as water mixed with the flour of guinea corn (yara'na). In this region in Ghana, there are significant cultural traditions associated with breastfeeding. For example, colostrum from first-time mothers is often tested for bitterness by putting ants in it - a process that leads to a delay in initiating breastfeeding. Our data also indicate that grandmothers - typically the mother-in-laws - wield enormous power in these communities, and their desires significantly influence breastfeeding initiation, exclusivity, and maintenance. CONCLUSION: Prelacteal feeding is still common in rural Ghana despite demonstrating high knowledge of appropriate feeding practices. Future interventions that focus on grandmothers and religious leaders are likely to prove valuable in changing community attitudes, beliefs, and practices with regard to infant nutrition.


Subject(s)
Breast Feeding/statistics & numerical data , Health Knowledge, Attitudes, Practice , Breast Feeding/psychology , Child Nutrition Sciences , Culture , Family , Female , Focus Groups , Ghana , Health Behavior , Humans , Infant, Newborn , Male
13.
BMC Pregnancy Childbirth ; 12: 50, 2012 Jun 15.
Article in English | MEDLINE | ID: mdl-22703032

ABSTRACT

BACKGROUND: Knowledge, attitudes and practices of community members and healthcare providers in rural northern Ghana regarding clean delivery are not well understood. This study explores hand washing/use of gloves during delivery, delivering on a clean surface, sterile cord cutting, appropriate cord tying, proper cord care following delivery, and infant bathing and cleanliness. METHODS: In-depth interviews and focus group discussions were audiotaped, transcribed, and analyzed using NVivo 9.0. RESULTS: 253 respondents participated, including women with newborn infants, grandmothers, household and compound heads, community leaders, traditional birth attendants, and formally trained health care providers. There is widespread understanding of the need for clean delivery to reduce the risk of infection to both mothers and their babies during and shortly after delivery. Despite this understanding, the use of gloves during delivery and hand washing during and after delivery were mentioned infrequently. The need for a clean delivery surface was raised repeatedly, including explicit discussion of avoiding delivering in the dirt. Many activities to do with cord care involved non-sterile materials and practices: 1) Cord cutting was done with a variety of tools, and the most commonly used were razor blades or scissors; 2) Cord tying utilized a variety of materials, including string, rope, thread, twigs, and clamps; and 3) Cord care often involved applying traditional salves to the cord - including shea butter, ground shea nuts, local herbs, local oil, or "red earth sand." Keeping babies and their surroundings clean was mentioned repeatedly as an important way to keep babies from falling ill. CONCLUSIONS: This study suggests a widespread understanding in rural northern Ghana of the need for clean delivery. Nonetheless, many recommended clean delivery practices are ignored. Overarching themes emerging from this study included the increasing use of facility-based delivery, the disconnect between healthcare providers and the community, and the critical role grandmothers play in ensuring clean delivery practices. Future interventions to address clean delivery and prevention of neonatal infections include educating healthcare providers about harmful traditional practices so they are specifically addressed, strengthening facilities, and incorporating influential community members such as grandmothers to ensure success.


Subject(s)
Delivery, Obstetric/standards , Health Knowledge, Attitudes, Practice/ethnology , Adult , Community Health Workers , Female , Focus Groups , Ghana , Hand Disinfection , Health Behavior , Health Services Research , Humans , Hygiene , Midwifery , Protective Clothing , Rural Population
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