Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey
The present study aimed to carry out an exploratory factor analysis to understand how manure utilization can contribute to sustainable dairy farming in integrated farming with crop-dairy farming systems. Factor analysis was used to put forth the sustainable manure utilization of farmers. The princip...
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Format: | Article |
Language: | English |
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Elsevier
2024-03-01
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Series: | Waste Management Bulletin |
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Online Access: | http://www.sciencedirect.com/science/article/pii/S294975072300041X |
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author | Hasan Yılmaz Huriye Dönmez Özyakar Merve Mürüvvet Dağ |
author_facet | Hasan Yılmaz Huriye Dönmez Özyakar Merve Mürüvvet Dağ |
author_sort | Hasan Yılmaz |
collection | DOAJ |
description | The present study aimed to carry out an exploratory factor analysis to understand how manure utilization can contribute to sustainable dairy farming in integrated farming with crop-dairy farming systems. Factor analysis was used to put forth the sustainable manure utilization of farmers. The principal component method and varimax rotation were used in factor analysis. A total of 4 factors explaining the sustainable manure utilization of farmers were obtained as a result of the factor analysis. These 4 factors explain 51.29 % of the total variance. Factor 1 “Chemical fertilizer and manure utilization level and efficiency perception, Factor 2 “Soil analysis and crop nutrient utilization”, Factor 3 “Correlation between manure sufficiency and expenses (cost)”, Factor 4 “Limitations in chemical fertilizer and manure utilization”. Of these factors, Factor 1: “Chemical fertilizer and manure utilization level and efficiency perception” was identified as the most important explanatory factor. Factor 1 explains 19.06 % of the total variance. Chemical fertilizer applications integrated with manure can be made ecologically and economically more effective by increasing the awareness levels on sustainable manure utilization and nutrient management of farmers at the integrated farming in the study region. |
first_indexed | 2024-04-24T17:25:46Z |
format | Article |
id | doaj.art-5365f6d8cb1d4585a6ecbb74a719a777 |
institution | Directory Open Access Journal |
issn | 2949-7507 |
language | English |
last_indexed | 2024-04-24T17:25:46Z |
publishDate | 2024-03-01 |
publisher | Elsevier |
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series | Waste Management Bulletin |
spelling | doaj.art-5365f6d8cb1d4585a6ecbb74a719a7772024-03-28T06:40:24ZengElsevierWaste Management Bulletin2949-75072024-03-0114164171Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in TurkeyHasan Yılmaz0Huriye Dönmez Özyakar1Merve Mürüvvet Dağ2Corresponding author.; Isparta University of Applied Sciences, Faculty of Agriculture, Department of Agricultural Economics, Isparta 32260, TurkeyIsparta University of Applied Sciences, Faculty of Agriculture, Department of Agricultural Economics, Isparta 32260, TurkeyIsparta University of Applied Sciences, Faculty of Agriculture, Department of Agricultural Economics, Isparta 32260, TurkeyThe present study aimed to carry out an exploratory factor analysis to understand how manure utilization can contribute to sustainable dairy farming in integrated farming with crop-dairy farming systems. Factor analysis was used to put forth the sustainable manure utilization of farmers. The principal component method and varimax rotation were used in factor analysis. A total of 4 factors explaining the sustainable manure utilization of farmers were obtained as a result of the factor analysis. These 4 factors explain 51.29 % of the total variance. Factor 1 “Chemical fertilizer and manure utilization level and efficiency perception, Factor 2 “Soil analysis and crop nutrient utilization”, Factor 3 “Correlation between manure sufficiency and expenses (cost)”, Factor 4 “Limitations in chemical fertilizer and manure utilization”. Of these factors, Factor 1: “Chemical fertilizer and manure utilization level and efficiency perception” was identified as the most important explanatory factor. Factor 1 explains 19.06 % of the total variance. Chemical fertilizer applications integrated with manure can be made ecologically and economically more effective by increasing the awareness levels on sustainable manure utilization and nutrient management of farmers at the integrated farming in the study region.http://www.sciencedirect.com/science/article/pii/S294975072300041XCrop-Dairy Farming SystemsPollutionManure UtilizationFactor AnalysisSustainability |
spellingShingle | Hasan Yılmaz Huriye Dönmez Özyakar Merve Mürüvvet Dağ Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey Waste Management Bulletin Crop-Dairy Farming Systems Pollution Manure Utilization Factor Analysis Sustainability |
title | Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey |
title_full | Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey |
title_fullStr | Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey |
title_full_unstemmed | Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey |
title_short | Exploratory factor analysis of manure utilization for sustainable dairy farming: Evidence from crop-dairy farming systems in Turkey |
title_sort | exploratory factor analysis of manure utilization for sustainable dairy farming evidence from crop dairy farming systems in turkey |
topic | Crop-Dairy Farming Systems Pollution Manure Utilization Factor Analysis Sustainability |
url | http://www.sciencedirect.com/science/article/pii/S294975072300041X |
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