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Farm courses, agricultural radio programs, and social status accounted for 37 percent of the variance in the utilization of hybrid maize recommended production practices (p $<$.05).","abstract_html":"Descriptive statistics, correlational, and stepwise regression analysis were used to analyze the data. The results showed that opinion leaders were more likely to use a wider range of sources of information that contact farmers. Opinion leaders were predominantly male household heads. Both male and female household heads tended to seek agricultural information from male household heads. Education was significantly correlated with the use of more sources of information. Farm courses, agricultural radio programs, and social status accounted for 37 percent of the variance in the utilization of hybrid maize recommended production practices (p $&lt;$.05).","abstract_has_math":true,"creators":["Malindi, Ellard Stephano"],"institution":"University of Illinois at Urbana-Champaign","degree_name":"Ph.D.","degree_level":"Dissertation","degree_discipline":"Education","degree_department":null,"school":null,"contributors":["Osborne, Edward W."],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2015,"date_issued":"2015-09-25T19:55:51Z","date_published":"2015-09-25T19:55:51Z","updated_at":"2026-07-22T22:26:13Z","subjects":["Sociology, Theory and Methods"],"languages":["eng"],"rights":[],"rights_urls":[],"identifier_entries":[{"key":"dc:identifier","label":"Identifier","values":["(MiAaPQ)AAI9737186"],"render_values":[{"text":"(MiAaPQ)AAI9737186","href":null,"code":true}]}]},"links":{"outbound_url":"http://hdl.handle.net/2142/80179","outbound_label":"Handle","outbound_source":"dc:identifier"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor","label":"Contributor","values":["Osborne, Edward W."]},{"key":"dc:creator","label":"Author","values":["Malindi, Ellard Stephano"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date","label":"Dc Date","values":["2015-09-25T19:55:51Z","10000-01-01","1997"]},{"key":"dc:type","label":"Dc Type","values":["text"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Education"]},{"key":"thesis:degree_level","label":"Degree Level","values":["Dissertation"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Ph.D."]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["University of Illinois at Urbana-Champaign"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["Sociology, Theory and Methods"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language","label":"Dc Language","values":["eng"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier","label":"Identifier","values":["http://hdl.handle.net/2142/80179","(MiAaPQ)AAI9737186"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["Descriptive statistics, correlational, and stepwise regression analysis were used to analyze the data. 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