{"id":"https://openalex.org/W4389975366","doi":"https://doi.org/10.37284/eajhs.6.2.1642","title":"Knowledge and Perceptions on Contraception as Predictors of Uptake of Modern Family Planning Among Pastoralist Women of Reproductive Age (15 to 49 Years) in Garbatulla Sub-County, Isiolo County, Kenya","display_name":"Knowledge and Perceptions on Contraception as Predictors of Uptake of Modern Family Planning Among Pastoralist Women of Reproductive Age (15 to 49 Years) in Garbatulla Sub-County, Isiolo County, Kenya","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389975366","doi":"https://doi.org/10.37284/eajhs.6.2.1642"},"language":"en","primary_location":{"id":"doi:10.37284/eajhs.6.2.1642","doi":"https://doi.org/10.37284/eajhs.6.2.1642","is_oa":true,"landing_page_url":"http://dx.doi.org/10.37284/eajhs.6.2.1642","pdf_url":"https://journals.eanso.org/index.php/eajhs/article/download/1642/2364","source":{"id":"https://openalex.org/S4210178868","display_name":"East African Journal of Health and Science","issn_l":"2707-3912","issn":["2707-3912","2707-3920"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"East African Journal of Health and Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journals.eanso.org/index.php/eajhs/article/download/1642/2364","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066530434","display_name":"Mohamed Abdullahi Adan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I195610458","display_name":"Maseno University","ror":"https://ror.org/023pskh72","country_code":"KE","type":"education","lineage":["https://openalex.org/I195610458"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Mohamed Abdullahi Adan","raw_affiliation_strings":["Maseno University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maseno University","institution_ids":["https://openalex.org/I195610458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018038481","display_name":"Doreen Othero","orcid":"https://orcid.org/0000-0003-1612-8458","observed_orcids":["https://orcid.org/0000-0003-1612-8458"]},"institutions":[{"id":"https://openalex.org/I195610458","display_name":"Maseno University","ror":"https://ror.org/023pskh72","country_code":"KE","type":"education","lineage":["https://openalex.org/I195610458"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Doreen Alice Maloba Othero","raw_affiliation_strings":["Maseno University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maseno University","institution_ids":["https://openalex.org/I195610458"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035534132","display_name":"Dickens Omondi","orcid":"https://orcid.org/0000-0001-5125-3938","observed_orcids":["https://orcid.org/0000-0001-5125-3938"]},"institutions":[{"id":"https://openalex.org/I315205436","display_name":"Jaramogi Oginga Odinga University of Science and Technology","ror":"https://ror.org/03ffvb852","country_code":"KE","type":"education","lineage":["https://openalex.org/I315205436"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Dickens Omondi","raw_affiliation_strings":["Jaramogi Oginga Odinga University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaramogi Oginga Odinga University of Science and Technology","institution_ids":["https://openalex.org/I315205436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073410618","display_name":"Kenneth Kipngeno Tonui","orcid":"https://orcid.org/0000-0003-2224-0382","observed_orcids":["https://orcid.org/0000-0003-2224-0382"]},"institutions":[{"id":"https://openalex.org/I195610458","display_name":"Maseno University","ror":"https://ror.org/023pskh72","country_code":"KE","type":"education","lineage":["https://openalex.org/I195610458"]}],"countries":["KE"],"is_corresponding":false,"raw_author_name":"Kenneth Kipngeno Tonui","raw_affiliation_strings":["Maseno University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Maseno University","institution_ids":["https://openalex.org/I195610458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2168,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46970632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":"6","issue":"2","first_page":"33","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10600","display_name":"Reproductive Health and Contraception","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10600","display_name":"Reproductive Health and Contraception","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13242","display_name":"Male Reproductive Health Studies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2748","display_name":"Urology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12728","display_name":"Demographic Trends and Gender Preferences","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/family-planning-uptake","display_name":"family planning uptake","score":0.7910000085830688},{"id":"https://openalex.org/keywords/modern-contraceptive-methods","display_name":"modern contraceptive methods","score":0.515999972820282},{"id":"https://openalex.org/keywords/contraceptive-knowledge","display_name":"contraceptive knowledge","score":0.8270000219345093},{"id":"https://openalex.org/keywords/contraceptive-perception","display_name":"contraceptive perception","score":0.8740000128746033},{"id":"https://openalex.org/keywords/pastoralist-women","display_name":"pastoralist women","score":0.9959999918937683},{"id":"https://openalex.org/keywords/women-of-reproductive-age","display_name":"women of reproductive age","score":0.9290000200271606},{"id":"https://openalex.org/keywords/permanent-contraception","display_name":"permanent contraception","score":0.7289999723434448},{"id":"https://openalex.org/keywords/unintended-pregnancy","display_name":"unintended pregnancy","score":0.6759999990463257},{"id":"https://openalex.org/keywords/isiolo-county","display_name":"Isiolo County","score":0.9750000238418579},{"id":"https://openalex.org/keywords/kenya","display_name":"Kenya","score":0.42899999022483826},{"id":"https://openalex.org/keywords/pastoralism","display_name":"pastoralism","score":0.46700000762939453}],"concepts":[{"id":"https://openalex.org/C17616946","wikidata":"https://www.wikidata.org/wiki/Q9056738","display_name":"Pastoralism","level":3,"score":0.7233372926712036},{"id":"https://openalex.org/C2779076696","wikidata":"https://www.wikidata.org/wiki/Q1280670","display_name":"Family planning","level":4,"score":0.7155137062072754},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.5954656600952148},{"id":"https://openalex.org/C156957248","wikidata":"https://www.wikidata.org/wiki/Q1862216","display_name":"Odds ratio","level":2,"score":0.5846084356307983},{"id":"https://openalex.org/C105776082","wikidata":"https://www.wikidata.org/wiki/Q617473","display_name":"Likert scale","level":2,"score":0.5347657799720764},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.5183728337287903},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.4875037372112274},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47780734300613403},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41482779383659363},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40030261874198914},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3845128118991852},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.29183629155158997},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.27749496698379517},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2176186442375183},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.15516984462738037},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.13480696082115173},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C2986817661","wikidata":"https://www.wikidata.org/wiki/Q185698","display_name":"Research methodology","level":3,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.37284/eajhs.6.2.1642","doi":"https://doi.org/10.37284/eajhs.6.2.1642","is_oa":true,"landing_page_url":"http://dx.doi.org/10.37284/eajhs.6.2.1642","pdf_url":"https://journals.eanso.org/index.php/eajhs/article/download/1642/2364","source":{"id":"https://openalex.org/S4210178868","display_name":"East African Journal of Health and Science","issn_l":"2707-3912","issn":["2707-3912","2707-3920"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"East African Journal of Health and Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.37284/eajhs.6.2.1642","doi":"https://doi.org/10.37284/eajhs.6.2.1642","is_oa":true,"landing_page_url":"http://dx.doi.org/10.37284/eajhs.6.2.1642","pdf_url":"https://journals.eanso.org/index.php/eajhs/article/download/1642/2364","source":{"id":"https://openalex.org/S4210178868","display_name":"East African Journal of Health and Science","issn_l":"2707-3912","issn":["2707-3912","2707-3920"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"East African Journal of Health and Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.7307999730110168,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389975366.pdf","grobid_xml":"https://content.openalex.org/works/W4389975366.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2500239509","https://openalex.org/W2520597034","https://openalex.org/W2595259638","https://openalex.org/W2922493574","https://openalex.org/W2932414421","https://openalex.org/W2937285862","https://openalex.org/W2968294328","https://openalex.org/W2979662516","https://openalex.org/W3015922045","https://openalex.org/W3140524293","https://openalex.org/W4200383468","https://openalex.org/W4206952179"],"related_works":["https://openalex.org/W4416952757","https://openalex.org/W2141199505","https://openalex.org/W3166629772","https://openalex.org/W3003968137","https://openalex.org/W4414711556","https://openalex.org/W2418563211","https://openalex.org/W56995266","https://openalex.org/W4361015029","https://openalex.org/W7062599869","https://openalex.org/W4388801506"],"abstract_inverted_index":{"All":[0],"around":[1],"the":[2,131,151,193,214,239,242,294,322,325,342,402],"world,":[3],"there":[4,258,345],"is":[5,54,346,394],"an":[6,38],"enhanced":[7],"awareness":[8],"of":[9,29,41,68,70,77,97,120,136,144,164,192,200,202,213,218,244,246,279,281,327,329,384,386,406],"family":[10,31,72,122,138,353,388],"planning":[11,32,73,123,139,389],"strategies":[12],"that":[13,58,257,296,344],"can":[14],"be":[15],"utilised":[16],"to":[17,62,101,168,177,223,301,306,349,359,397],"postpone":[18,302],"pregnancy.":[19],"Even":[20],"so,":[21],"pastoralist":[22,75,391,415],"women":[23,76,96,298,416],"are":[24,259,381],"often":[25],"not":[26,227,267],"fully":[27],"aware":[28],"existing":[30],"options.":[33],"This":[34],"places":[35],"them":[36],"at":[37,182,409],"increased":[39],"risk":[40],"unplanned":[42],"pregnancies,":[43],"which":[44],"may":[45],"result":[46],"in":[47,112,401],"high":[48],"maternal":[49],"and":[50,65,352,378,404],"child":[51],"deaths.":[52],"It":[53],"on":[55,94,125,142,148,156],"this":[56,59,312,365],"basis":[57],"paper":[60],"seeks":[61],"highlight":[63],"knowledge":[64,135,146,212,377],"perception":[66,295,343,379],"predictors":[67,383],"uptake":[69,119,201,245,280,328,385],"modern":[71,121,137,169,203,219,247,282,330,387],"amongst":[74,208,253,288,336,414],"reproductive":[78,98,411],"age":[79,99],"drawn":[80],"from":[81,106],"Garbatulla":[82],"Sub-County,":[83],"Isiolo":[84],"County,":[85],"Kenya.":[86],"A":[87,108,190],"cross-sectional":[88],"analytical":[89],"study":[90],"design":[91,403],"was":[92,118,134,175],"applied":[93],"419":[95],"(15":[100],"49":[102],"years)":[103],"proportionately":[104],"sampled":[105],"pastoralists.":[107],"semi-structured":[109],"questionnaire":[110],"aided":[111],"data":[113],"collection.":[114],"The":[115],"dependent":[116],"variable":[117,133],"measured":[124],"a":[126,157,231,271,314,347,367,395],"binary":[127],"categorical":[128],"scale,":[129],"whereas":[130],"independent":[132],"assessed":[140,155],"based":[141],"possession":[143],"certain":[145,165],"aspects":[147,166],"FP":[149,204,220,248,261,283,300,331,351],"by":[150,206,334,390],"participants.":[152],"Perceptions":[153],"were":[154,195,249,284,332],"4-point":[158],"Likert":[159],"scale":[160],"measuring":[161],"participant's":[162],"perceptions":[163],"related":[167],"FP.":[170],"Binary":[171],"logistic":[172],"regression":[173],"analysis":[174],"used":[176],"derive":[178],"Odds":[179,199,278],"Ratio":[180],"(OR)":[181],"\u03b1":[183],"\u2264":[184],"0.05,":[185],"95%":[186,235,275,318,371],"Confidence":[187],"Interval":[188],"(CI).":[189],"majority":[191],"participants":[194],"aged":[196],"25-35":[197],"years.":[198],"reduced":[205,333],"73%":[207],"those":[209,224,254,264,289,307,337,360],"who":[210,225,255,265,290,308,338,361],"had":[211],"three":[215],"main":[216],"categories":[217],"when":[221,304,357],"compared":[222,305,358],"did":[226,266],"have":[228,268],"such":[229,269,399],"knowledge,":[230,270],"significant":[232,272,315,368,382],"prediction":[233,273,316,369],"(OR=0.266,":[234],"CI=0.152-0.467,":[236],"p<0.0001).":[237],"On":[238,321],"other":[240,323],"hand,":[241,324],"odds":[243,326],"1.9":[250,285],"times":[251,286],"higher":[252,287],"knew":[256],"permanent":[260],"methods":[262],"than":[263],"(OR=1.887,":[274],"CI=1.188-2.997,":[276],"p=0.007).":[277],"strongly":[291,309,339,362],"agreed":[292,340],"with":[293,311,341,355,364],"fecund":[297],"use":[299],"childbirth":[303],"disagreed":[310,363],"perception,":[313,366],"(OR=1.876,":[317],"CI=1.037-3.393,":[319],"p=0.037).":[320],"58%":[335],"need":[348,396],"discuss":[350],"size":[354],"spouse":[356],"(OR=0.420,":[370],"CI=0.178-0.989,":[372],"p=0.0047).":[373],"In":[374],"summary":[375],"specific":[376],"variables":[380],"women.":[392],"There":[393],"intergarte":[398],"factors":[400],"implementation":[405],"interventions":[407],"aimed":[408],"enhancing":[410],"health":[412],"matters":[413]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-12-20T00:00:00"}