数字农科院2.0

The causal-effect model of input factor allocation on maize production: Using binary logistic regression in search for ways to be more productive

文献类型： 外文期刊

作者： Muslim Salam;Rusli M. Rukka;Muh An Nashrullah K. Samma;A. Nixia Tenriawaru;Rahmadanih;Ahmad Imam Muslim;Hamed Noralla Bakheet Ali;Muhammad Ridwan

作者机构：

关键词： Binary logistic regression;Efficient maize farming;Input factors;Maize production;Maize productivity

期刊名称： Journal of Agriculture and Food Research

ISSN： 2666-1543

年卷期： 2024 年 16 卷

页码：

收录情况： 无来源刊（2024版）

摘要： This study delved into the impact of input factor allocation on maize production, seeking to identify strategies for enhancing productivity. The primary data for this study were collected from maize farmer households and analyzed using the binary logistic regression model (BLRM). Consequently, the simultaneous examination of the twelve independent variables using the BLRM yielded a noteworthy impact on maize production. Meanwhile, five of the twelve variables examined in part revealed a significant and positive impact on maize production. The variables that demonstrated statistically significant positive relationships consisted of land area, labor, urea fertilizers, insecticides, herbicides, and labor. Then, seed application and NPK fertilizer variables had a negative and significant influence, whereas the other variables did not. The results of this study indicate that some production factors employed by farmers significantly affected maize yield. This information may be used to develop a practical strategy for enhancing productivity in maize farming. Some practical implications in immediately oriented recommended: the expansion of maize farming area managed by farmers and the increase in the volume of application of urea fertilizers, insecticides, and herbicides, as well as the increase in the number of workers in maize farming, are expected to encourage an increase in maize production. The results of this research also contribute to the existing knowledge by providing empirical evidence that clarifies the positive and significant impact of various production inputs, which include land area, urea fertilizers, insecticides, herbicides, and labor, on maize production and productivity. It also supports the objective of promoting more efficient farming practices.

分类号：

  • 相关文献

[1]Examining the effect of input factor allocation management on tangerine production: Evidence from Selayar Islands Regency, Indonesia. Abdushamad,Muslim Salam,A. NixiaTenriawaru,Muhammad Hatta Jamil,Didi Rukmana,Nurdjanah Hamid,Nitty Hirawaty Kamarulzaman,Rahmadanih,Heliawaty,Nurbaya Busthanul,Letty Fudjaja,Siti Hardiyanti Syam,Ahmad Imam Muslim,Muhammad Ridwan. 2025

[2]Examining the effect of farmer’s characteristics and production costs on the income of the layer chicken farm: on the lookout for an applicable management plan for boosting the breeder’s income. Andi Weummung Haruna,Muslim Salam,Andi Amran Sulaiman,Rahmadanih Rahmadanih,Muhammad Hatta Jamil,Wempie Pakiding,A. Nixia Tenriawaru,Akhsan Akhsan,Mahyuddin Mahyuddin,Nurbaya Busthanul,Letty Fudjaja,Heliawaty Heliawaty,Ahmad Imam Muslim,Hamed Noralla Bakheet Ali,Muhammad Ridwan. 2025

[3]The Application of Binary Logistic Regression in Modeling the Post-COVID-19 Effects on Food Security: In Search of Policy Recommendations in Promoting Sustainable Livelihoods for Food-Insecure Households. Darwis, Khaeriyah,Salam, Muslim,Munizu, Musran,Diansari, Pipi,Bulkis, Sitti,Rahmadanih, Muhammad Hatta,Jamil, Muhammad Hatta,Fudjaja, Letty,Akhsan, Muhammad,Wulandary, Ayu,Ridwan, Muhammad,Ali, Hamed Noralla Bakheet. 2025

[4]Examining the effect of farm and farmers' characteristics and input allocation on potato production. Ardi Rumallang,Muslim Salam,Letty Fudjaja,Pipi Diansari,Baharuddin Patandjengi,Rahim Darma,A. Nixia Tenriawaru,Heliawaty,Akhsan,Rahmadanih,Rida Akzar,Muhammad Ridwan,Hamed Noralla Bakheet Ali. 2026

[5]Orychophragmus violaceus-maize rotation increases maize productivity by improving soil chemical properties and plant nutrient uptake. Zhenggui Zhang,Jie An,Shiwu Xiong,Xiaofei Li,Minghua Xin,Jian Wang,Yingchun Han,Guoping Wang,Lu Feng,Yaping Lei,Beifang Yang,Fangfang Xing,Yabing Li,Zhanbiao Wang. 2022

[6]Innovative fertilizer management system maintains higher maize productivity with lower environmental costs in the Loess Plateau region of China. Peng Wu,Hua Huang,Qi Wu,Fu Liu,Liangqi Ren,Zihui Zhang,Benzheng Liu,Guoxia Zhou,Bingbing Cao,Kemoh Bangura,Jianfu Xue,Min Sun,Enke Liu,Peng Zhang,Zhikuan Jia,Zhiqiang Gao. 2024

[7]Machinery Adoption and Its Effect on Maize Productivity among Smallholder Farmers in Western Kenya: Evidence from the Chisel Harrow Tillage Practice. Edwin Mumah,Yangfen Chen,Yu Hong,Dickson Okello. 2024

[8]Deep placement of controlled-release and common urea achieves the win–win of enhancing maize productivity and decreasing environmental pollution. Peng Wu,Jinyu Yu,Qinhe Wang,Zeyu Liu,Hua Huang,Qi Wu,Liangqi Ren,Guangxin Zhang,Enke Liu,Kemoh Bangura,Min Sun,Kejun Yang,Zhiqiang Gao,Peng Zhang,Zhikuan Jia,Jianfu Xue. 2025

[9]Ridge-furrow film mulching combined with biochar addition enhances maize productivity and reduces nitrogen loss, but increases soil moisture consumption in semi-arid areas. Li, Zhaoyang,Ren, Liangqi,Pan, Hao,Ji, Yanbo,Zhang, Nanhai,Meruyert, Medelbek,Assiyae, Ansabayeva,Zhang, Weijun,Liu, Enke,Siddique, Kadambot H. M.,Ding, Ruixia,Jia, Zhikuan,Wang, Yuhao,Liu, Zihan,Zhang, Peng. 2025

[10]Green manure and maize intercropping with reduced chemical N enhances productivity and carbon mitigation of farmland in arid areas. Hanting Li,Zhilong Fan,Qiming Wang,Guocui Wang,Wen Yin,Cai Zhao,Aizhong Yu,Weidong Cao,Qiang Chai,Falong Hu. 2023

[11]How To Increase Maize Production Without Extra Nitrogen Input. Hou, P, Liu, Y, Liu, WM, Liu, GZ, Xie, RZ, Wang, KR, Ming, B, Wang, YH, Zhao, RL, Zhang, WJ, Wang, YJ, Bian, SF, Ren, H, Zhao, XY, Liu, P, Chang, JZ, Zhang, GH, Liu, JY, Yuan, LZ, Zhao, HY, Shi, L, Zhang, LL, Yu, L, Gao, JL, Yu, XF, Shen, LG, Yang, SZ, Zhang, ZD, Xue, JQ, Ma, XF, Wang, XQ, Lu, TQ, Dong, BC, Li, G, Ma, BX, Li, JQ, Deng, XF, Liu, YH, Yang, Q, Fu, H, Liu, XZ, Chen, XP, Huang, CL, Li, SK. 2020

[12]Technical Efficiency of Maize Production and Its Influencing Factors in the World’s Largest Groundwater Drop Funnel Area, China. Zhaohong Wu,Wenyuan Hua,Liangguo Luo,Katsuya Tanaka. 2022

[13]Can the Adjustment of China's Grain Purchase and Storage Policy Improve Its Green Productivity?. Li, Jingdong,Lin, Qingning. 2022

[14]Examining the impacts of input factor application, production efficiency, and inefficiency model on maize yield: employing the stochastic frontier model in search of more efficient ways in managing maize farming. Muslim Salam,Ayu Anisa Amir,A. Nixia Tenriawaru,Muhammad Hatta Jamil,Letty Fudjaja,Muhammad An Nashrullah K. Samma,Ahmad Imam Muslim,Hamed Noralla Bakheet Ali,Muhammad Ridwan. 2025

[15]Predicting maize production in Northeastern China: Unraveling the influence of summer compound heat-drought events through physical mechanisms. Yeran Zhou,Huixin Li,Bo Sun,Huijun Wang,Hui Ju,Yuan Yuan,Jiani Zeng. 2025

[16]Analysis of the impact of price incentives and precipitation fluctuations on maize planting area and yield. Wang Hao,Yan Cao,Xiangdong Hu,Zhenxing Zhang,Mengyu Cai,Hui Zhou,Changyi Jiang. 2025

[17]Strip tillage enhances the synergy of higher maize yield, less energy consumption, and lower carbon footprint in high latitude areas of Northeastern China. Mengyao Han,Haotian Chen,Yan Zhang,Zhijia Gai,Baifu Jiang,Lijun Cai,Chunjiang Wang,Aixing Deng,Weijian Zhang,Zhenwei Song. 2025

作者其他论文 更多>>