Constarium
← Search

Data · dataset · 2025

Dataset for modeling farmers’ intention to use safe pesticides in tobacco farming in Central Malawi: Application of an extended Theory of Planned Behavior

Listed in Teesside University Research Data Repository

To uncover sufficient and "must have" factors within the Theory of Planned Behavior constructs — without which farmers' intention to use safe pesticides would not occur — we collected data, through a structured questionnaire, from 273 tobacco farmers in the Central Malawi.

Description

A stratified random sampling and simple random sampling techniques were used to select respondents. To measure the TPB constructs, this study reviewed existing literature and adapted validated items from previous research.

Farmers indicated the extent of their opinions using a 5-point Likert scale (1= strongly disagree, 2= disagree, 3= neither disagree nor agree, 4= agree, 5= strongly agree). Partial Least Squares Structural Equation Modeling (PLS-SEM) and Necessary Condition Analysis (NCA) were performed to establish the probabilistic sufficiency factors and necessary conditions, respectively. The novel combined Importance-Performance Map Analysis (cIPMA) was used to formulate practical recommendations.

Links

Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 12 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/8dr5sr455y.29 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].anzsrc:group:3002enrichment · researchdata tees ac uktaxonomy-embedding@1.0.0title+keywords+description (72%)
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:engineeringmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:humanitiesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:life-sciencesmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:psychology-behavioralmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:social-sciencemapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
titlesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/title