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Mburu CM, Bukachi S, Majiwa H, Ongore D, Baylis M, Mochabo K, Fevre E, Howland O. Prioritization of livestock diseases by pastoralists in Oloitoktok Sub County, Kajiado County, Kenya. PLoS One 2023; 18:e0287456. [PMID: 37436965 DOI: 10.1371/journal.pone.0287456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 06/06/2023] [Indexed: 07/14/2023] Open
Abstract
INTRODUCTION Livestock diseases are a big challenge for the livelihood of pastoralists in sub-Saharan Africa because they reduce livestock productivity and increase mortality. Based on the literature available there is limited understanding on how pastoralists prioritize these diseases in the context of their culture, ecosystems and livelihoods. A study was conducted to provide insights on lay prioritization of animal diseases by pastoralists in Kenya. METHODOLOGY A qualitative study was undertaken between March and July 2021. Thirty in-depth interviews and six focus group discussions (FGDs) were conducted with community members to explore community attitudes on livestock diseases prioritization. Male and female livestock keepers were purposively selected and interviewed and they were all long-term residents of the area. Fourteen key informant interviews (KIIs) were conducted with professionals from different key sectors to provide detailed stakeholder perspectives on livestock diseases. The interviews were analyzed thematically using the QSR Nvivo software to identify the emerging themes related to the study objectives. RESULTS The pastoralists prioritized livestock diseases based on effect on their economic wellbeing, cultural values and utilization of ecosystem services. There were gender variabilities in how diseases were prioritized among the pastoralists. Men cited high priority diseases as foot and mouth disease and contagious bovine pleuropneumonia due to their regular occurrence and effect on livelihood. Notably, women regarded coenuruses as very important because it affected sheep and goats with a high mortality rate and lumpy skin disease because it rendered the meat from the carcasses inedible. Malignant catarrhal fever and trypanosomiasis were noted as some of the common diseases in the livestock-wildlife interface but not cited as priority diseases. Challenges related to disease control in pastoralist contexts exist including limited access to livestock treatment services, inadequate information on disease impact and complex environmental factors. CONCLUSION This study sheds light on the body of knowledge in Kenya regarding livestock diseases and their prioritization by livestock keepers. This could aid in the development of a common disease control framework and prioritization at the local level which would take into consideration the dynamic socio-cultural, ecological, livelihood and economic contexts of the communities.
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Affiliation(s)
- Caroline M Mburu
- Department of Social Anthropology, University of St Andrews, St Andrews, Scotland, United Kingdom
| | - Salome Bukachi
- Institute of Anthropology, Gender and African Studies, University of Nairobi, Nairobi, Kenya
| | - Hamilton Majiwa
- Institute of Anthropology, Gender and African Studies, University of Nairobi, Nairobi, Kenya
| | - Dismas Ongore
- School of Public Health, University of Nairobi, Nairobi, Kenya
| | - Matthew Baylis
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Kennedy Mochabo
- Faculty of Veterinary Medicine and Surgery, Egerton University, Nakuru, Kenya
| | - Eric Fevre
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Olivia Howland
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
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Joyal-Desmarais K, Stojanovic J, Kennedy EB, Enticott JC, Boucher VG, Vo H, Košir U, Lavoie KL, Bacon SL, Granana N, Losada AV, Boyle J, Shawon SR, Dawadi S, Teede H, Kautzky-Willer A, Dash A, Cornelio ME, Karsten M, Matte DL, Reichert F, Abou-Setta A, Aaron S, Alberga A, Barnett T, Barone S, Bélanger-Gravel A, Bernard S, Birch LM, Bondy S, Booij L, Da Silva RB, Bourbeau J, Burns R, Campbell T, Carlson L, Charbonneau É, Corace K, Drouin O, Ducharme F, Farhadloo M, Falk C, Fleet R, Fournier M, Garber G, Gauvin L, Gordon J, Grad R, Gupta S, Hellemans K, Herba C, Hwang H, Jedwab J, Kakinami L, Kim S, Liu J, Norris C, Pelaez S, Pilote L, Poirier P, Presseau J, Puterman E, Rash J, Ribeiro PAB, Sadatsafavi M, Chaudhuri PS, Suarthana E, Tse S, Vallis M, Caceres NB, Ortiz M, Repetto PB, Lemos-Hoyos M, Kassianos A, Rod NH, Beraneck M, Ninot G, Ditzen B, Kubiak T, Codjoe S, Kpobi L, Laar A, Skoura T, Francis DL, Devi NK, Meitei S, Nethan ST, Pinto L, Saraswathy KN, Tumu D, Lestari S, Wangge G, Byrne M, Durand H, McSharry J, Meade O, Molloy G, Noone C, Levine H, Zaidman-Zait A, Boccia S, Hoxhaj I, Paduano S, Raparelli V, Zaçe D, Aburub A, Akunga D, Ayah R, Barasa C, Godia PM, Kimani-Murage EW, Mutuku N, Mwoma T, Naanyu V, Nyamari J, Oburu H, Olenja J, Ongore D, Ziraba A, Bandawe C, Yim L, Ajuwon A, Shar NA, Usmani BA, Martínez RMB, Creed-Kanashiro H, Simão P, Rutayisire PC, Bari AZ, Vojvodic K, Nagyova I, Bantjes J, Barnes B, Coetzee B, Khagee A, Mothiba T, Roomaney R, Swartz L, Cho J, Lee MG, Berman A, Stattin NS, Fischer S, Hu D, Kara Y, Şimşek C, Üzmezoğlu B, Isunju JB, Mugisha J, Byrne-Davis L, Griffiths P, Hart J, Johnson W, Michie S, Paine N, Petherick E, Sherar L, Bilder RM, Burg M, Czajkowski S, Freedland K, Gorin SS, Holman A, Lee J, Lopez G, Naar S, Okun M, Powell L, Pressman S, Revenson T, Ruiz J, Sivaram S, Thrul J, Trudel-Fitzgerald C, Yohannes A, Navani R, Ranakombu K, Neto DH, Ben-Porat T, Dragomir A, Gagnon-Hébert A, Gemme C, Jamil M, Käfer LM, Vieira AM, Tasbih T, Woods R, Yousefi R, Roslyakova T, Priesterroth L, Edelstein S, Snir R, Uri Y, Alyami M, Sanuade C, Crescenzi O, Warkentin K, Grinko K, Angne L, Jain J, Mathur N, Mithe A, Nethan S. How well do covariates perform when adjusting for sampling bias in online COVID-19 research? Insights from multiverse analyses. Eur J Epidemiol 2022; 37:1233-1250. [PMID: 36335560 PMCID: PMC9638233 DOI: 10.1007/s10654-022-00932-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 10/06/2022] [Indexed: 11/07/2022]
Abstract
COVID-19 research has relied heavily on convenience-based samples, which-though often necessary-are susceptible to important sampling biases. We begin with a theoretical overview and introduction to the dynamics that underlie sampling bias. We then empirically examine sampling bias in online COVID-19 surveys and evaluate the degree to which common statistical adjustments for demographic covariates successfully attenuate such bias. This registered study analysed responses to identical questions from three convenience and three largely representative samples (total N = 13,731) collected online in Canada within the International COVID-19 Awareness and Responses Evaluation Study ( www.icarestudy.com ). We compared samples on 11 behavioural and psychological outcomes (e.g., adherence to COVID-19 prevention measures, vaccine intentions) across three time points and employed multiverse-style analyses to examine how 512 combinations of demographic covariates (e.g., sex, age, education, income, ethnicity) impacted sampling discrepancies on these outcomes. Significant discrepancies emerged between samples on 73% of outcomes. Participants in the convenience samples held more positive thoughts towards and engaged in more COVID-19 prevention behaviours. Covariates attenuated sampling differences in only 55% of cases and increased differences in 45%. No covariate performed reliably well. Our results suggest that online convenience samples may display more positive dispositions towards COVID-19 prevention behaviours being studied than would samples drawn using more representative means. Adjusting results for demographic covariates frequently increased rather than decreased bias, suggesting that researchers should be cautious when interpreting adjusted findings. Using multiverse-style analyses as extended sensitivity analyses is recommended.
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Affiliation(s)
- Keven Joyal-Desmarais
- Department of Health, Kinesiology and Applied Physiology, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6 Canada ,Montreal Behavioural Medicine Centre, CIUSSS-NIM, Montreal, Canada
| | - Jovana Stojanovic
- Montreal Behavioural Medicine Centre, CIUSSS-NIM, Montreal, Canada ,Canadian Agency for Drugs and Technologies in Health, Ottawa, Canada
| | - Eric B. Kennedy
- Disaster and Emergency Management, York University, Toronto, Canada
| | - Joanne C. Enticott
- Department of General Practice, Monash University, Melbourne, Australia ,Monash Partners, Advanced Health Research and Translation Centre, Melbourne, Australia
| | | | - Hung Vo
- Austin Health, Victoria, Australia
| | - Urška Košir
- Department of Health, Kinesiology and Applied Physiology, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6 Canada ,Montreal Behavioural Medicine Centre, CIUSSS-NIM, Montreal, Canada
| | - Kim L. Lavoie
- Montreal Behavioural Medicine Centre, CIUSSS-NIM, Montreal, Canada ,Département de Psychologie, Université du Québec à Montréal, Montreal, Canada
| | - Simon L. Bacon
- Department of Health, Kinesiology and Applied Physiology, Concordia University, 7141 Sherbrooke Street West, Montreal, QC H4B 1R6 Canada ,Montreal Behavioural Medicine Centre, CIUSSS-NIM, Montreal, Canada
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Njuguna C, Njeru I, Mgamb E, Langat D, Makokha A, Ongore D, Mathenge E, Kariuki S. Enteric pathogens and factors associated with acute bloody diarrhoea, Kenya. BMC Infect Dis 2016; 16:477. [PMID: 27600526 PMCID: PMC5012060 DOI: 10.1186/s12879-016-1814-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 08/31/2016] [Indexed: 11/17/2022] Open
Abstract
Background Shigellosis is the major cause of bloody diarrhoea worldwide and is endemic in most developing countries. In Kenya, bloody diarrhoea is reported weekly as part of priority diseases under Integrated Disease Surveillance and Response System (IDSR) in the Ministry of Health. Methods We conducted a case control study with 805 participants (284 cases and 521 controls) between January and December 2012 in Kilifi and Nairobi Counties. Kilifi County is largely a rural population whereas Nairobi County is largely urban. A case was defined as a person of any age who presented to outpatient clinic with acute diarrhoea with visible blood in the stool in six selected health facilities in the two counties within the study period. A control was defined as a healthy person of similar age group and sex with the case and lived in the neighbourhood of the case. Results The main presenting clinical features for bloody diarrhoea cases were; abdominal pain (69 %), mucous in stool (61 %), abdominal discomfort (54 %) and anorexia (50 %). Pathogen isolation rate was 40.5 % with bacterial and protozoal pathogens accounting for 28.2 % and 12.3 % respectively. Shigella was the most prevalent bacterial pathogen isolated in 23.6 % of the cases while Entamoeba histolytica was the most prevalent protozoal pathogen isolated in 10.2 % of the cases. On binary logistic regression, three variables were found to be independently and significantly associated with acute bloody diarrhoea at 5 % significance level; storage of drinking water separate from water for other use (OR = 0.41, 95 % CI 0.20–0.87, p = 0.021), washing hands after last defecation (OR = 0.24, 95 % CI 0.08–.076, p = 0.015) and presence of coliforms in main source water (OR = 2.56, CI 1.21–5.4, p = 0.014). Rainfall and temperature had strong positive correlation with bloody diarrhoea. Conclusion The main etiologic agents for bloody diarrhoea were Shigella and E. histolytica. Good personal hygiene practices such as washing hands after defecation and storing drinking water separate from water for other use were found to be the key protective factors for the disease while presence of coliform in main water source was found to be a risk factor. Implementation of water, sanitation and hygiene (WASH) interventions is therefore key in prevention and control of bloody diarrhoea.
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Affiliation(s)
- Charles Njuguna
- Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya. .,World Health Organization, Nairobi, Kenya.
| | | | | | | | - Anselimo Makokha
- Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | | | - Evan Mathenge
- World Health Organization, Nairobi, Kenya.,Kenya Medical Research Institute, Nairobi, Kenya
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Arvelo W, Gura Z, Amwayi S, Wiersma P, Omolo J, Becknell S, Jones D, Ongore D, Dicker R. Establishing a field epidemiology elective for medical students in Kenya: a strategy for increasing public health awareness and workforce capacity. J Epidemiol Glob Health 2015; 5:33-9. [PMID: 25700921 PMCID: PMC5497307 DOI: 10.1016/j.jegh.2014.10.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2013] [Revised: 08/04/2014] [Accepted: 10/04/2014] [Indexed: 11/19/2022] Open
Abstract
Medical students have limited exposure to field epidemiology, even though will assume public health roles after graduation. We established a 10-week elective in field epidemiology during medical school. Students attended one-week didactic sessions on epidemiology, and nine weeks in field placement sites. We administered pre- and post-tests to evaluate the training. We enrolled 34 students in 2011 and 2012. In 2011, we enrolled five of 24 applicants from a class of 280 medical students. In 2012, we enrolled 18 of 81 applicants from a class of 360 students; plus 11 who participated in the didactic sessions only. Among the 34 students who completed the didactic sessions, 74% were male, and their median age was 24 years (range: 22-26). The median pre-test score was 64% (range: 47-88%) and the median post-test score was 82% (range: 72-100%). Successful completion of the field projects was 100%. Six (30%) students were not aware of public health as a career option before this elective, 56% rated the field experience as outstanding, and 100% reported it increased their understanding of epidemiology. Implementing an elective in field epidemiology within the medical training is a highly acceptable strategy to increase awareness for public health among medical students.
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Affiliation(s)
- Wences Arvelo
- US Centers for Disease Control and Prevention, Atlanta, USA.
| | | | | | - Petra Wiersma
- CTS Global, Inc., Assigned to: US Centers for Disease Control Prevention, East Africa, USA
| | | | | | - Donna Jones
- US Centers for Disease Control and Prevention, Atlanta, USA
| | | | - Richard Dicker
- US Centers for Disease Control and Prevention, Atlanta, USA
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Abstract
BACKGROUND Malaria is one of the most serious public health problems in Kenya. Pregnant women are among the groups with the highest risk of malaria. Use of insecticide treated bed nets (ITNs) is a cost-effective method of controlling malaria. Despite this, there is low utilisation of ITNs among pregnant women in Kilifi district which is an endemic malaria zone. OBJECTIVE To determine knowledge, attitude and practice on the use of ITNs in the prevention of malaria among pregnant women in Kilifi district. DESIGN A descriptive cross-sectional study. SETTING The district hospital and the five health centres in Kilifi district SUBJECTS Two hundred and twenty pregnant women attending antenatal clinics (ANC) between October and December 2007. RESULTS Knowledge on malaria illness and ITNs was high with majority of pregnant women having adequate level of knowledge (86.9%). There was significant association between level of education and adequate knowledge (P-value = 0.010). Good attitude on ITNs use was low. There was no association between good attitude and any of the socio-demographic variables. The majority of pregnant women attending ANC owned ITNs (75.4%). ITNs usage was high (70.5%). There was significant association between religion and good practice (p-value = 0.050). Although adequate level of knowledge on malaria and protective role of ITNs was high, there was no association between knowledge with practice and attitude. CONCLUSION Before any malaria preventive intervention is implemented in an area, different socio-cultural factors must be considered when behavioural interventions for malaria control are designed and implemented. Targeted health education should be disseminated to the community to remove stigma and misconceptions associated with ITNs. Community concerns and fears should be addressed.
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Affiliation(s)
- F K Njoroge
- Department of Community Health, College of Health Sciences, University of Nairobi, P.O. Box 19676-0202 Nairobi, Kenya
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Ongore D. Insecticide-treated nets in the prevention of malaria. East Afr Med J 2005; 82:493-4. [PMID: 16450674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
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Ongore D, Nyabola L. Role of shops and shopkeepers in malaria control. East Afr Med J 1996; 73:390-4. [PMID: 8840600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
A study was carried out to determine the range of antimalarial drugs stocked and also to determine the knowledge and practice patterns of shopkeepers and their customers on antimalarial products stocked and bought. It was hoped that the information thus obtained could be used to improve the selling and buying practices and hence contribute positively to malaria control. Up to seventeen different brands of antimalarial drugs including thirteen different brands of chloroquine and four different second line drugs were stocked by shopkeepers. A multiplicity of drugs, dosages and combinations were used for treating malaria. Only 38% of the shopkeepers felt they knew enough on the use of the drugs used in the treatment of malaria while 23% of the customers felt they knew enough on the use of the drugs. Most of the respondents wanted to know more on the use of the drugs. Knowledge desired by the shopkeepers included the correct dosage, combination with other drugs and side effects while information needed by the customers was on correct dosage, combination with other drugs as well as adverse effects. The person mentioned by the shopkeepers and the consumers to be in the best position to give the information was the doctor. The dissemination method preferred by the shopkeepers as well as the consumers was the radio.
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Affiliation(s)
- D Ongore
- Department of Community Health, College of Health Sciences, University of Nairobi, Kenya
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Ongore D, Kamunvi F, Knight R, Minawa A. A study of knowledge, attitudes and practices (KAP) of a rural community on malaria and the mosquito vector. East Afr Med J 1989; 66:79-90. [PMID: 2758996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A study of malaria on the Kano Plain, Kisumu District, Western Kenya, was carried out between April and August, 1985. The study included a knowledge, attitudes and practices (K.A.P.) survey on malaria illness and the mosquito vector. Overall knowledge about malaria illness was found to be good. However, treatment and prevention practices of malaria were found to be poor. Knowledge of the mosquito and its relationship to malaria was found to be high. Knowledge of methods of prevention of mosquito bites was also found to be high but actual use of the methods was low. Knowledge of traditional methods of prevention of mosquito bites was also found to be high. Actual use was again found to be low.
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