Multinomial Logit Model of Pedestrian Crossing Behaviors at Signalized Intersections by Zhu-Ping Zhou, Ying-Shun Liu, Wei Wang, Yong Zhang

“…Moreover, based on the results of SEM, a multinomial logit model with latent variables is developed to describe how the factors influence pedestrians’ behavior. …”
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Multinomial logit regression adoption: Identifying user characteristics of e-wallets in Can Tho City, Vietnam by Ngan Thi Thuy Nguyen, Khe Son Tran

“…This research adopted Multinomial Logit Regression to investigate factors that influence users’ choice of e-wallets and how these elements affect the probability of current e-wallet usage, suggesting that each service is preferred by different user groups based on demographic and behavioural traits. …”
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A EVALUATION OF CONSUMER’S PREFERENCES IN THE CLUJ-NAPOCA RETAIL MARKET BASED ON A MULTINOMIAL LOGIT MODEL by Ciprian Marcel POP, Andrei Mircea SCRIDON, Dan Cristian DABIJA

“…The results obtained in thestudy, through the multinomial logit model, show different aspects of theclient’s behaviour from the Romanian retail market.…”
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The evolving dynamics of airport ground access: A multinomial logit analysis of mode choice at Guwahati Airport, India by Lalit Swami, Mokaddes Ali Ahmed, Suprava Jena

“…A total of 700 air passengers were surveyed using a random sampling technique over 15 consecutive days, providing comprehensive data for the analysis. A multinomial logit (MNL) model was employed to examine factors influencing mode choice, considering variables such as age, residential status, group size, car ownership, luggage, safety, and convenience. …”
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Determinants of multiple agricultural technology adoption: evidence from rural Amhara region, Ethiopia by Mesele Belay Zegeye, Abebaw Hailu Fikire, Getamesay Bekele Meshesha

“…The study is based on an Ethiopian socio-economic survey of 2015/16 and a sample of 656 farm households is considered. The paper uses a multinomial logit model to assess the factors affecting the adoption decision of agricultural technology. …”
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A Study on the Dynamic Relationship between Embodied Carbon Productivity and Embodied Value Added in China’s Industrial Sectors: An Empirical Analysis Based on the Decoupling Model... by Lei WANG, Jianbo HU, Zhipeng LUO

“…Based on the decoupling theory, this paper analyzes the relationship between the embodied carbon productivity and the embodied value added in China’s industrial sectors, evaluates the development mode of the sectors, and explores a reasonable path to promote the green and low-carbon transformation of the sectors based on the panel multinomial logit model. The empirical conclusions are as follows: (i) Except for the decrease in 2002–2005, the embodied carbon productivity achieved rapid growth in other time periods; during the period of 2002–2020, the embodied value added increased by 339.59 percentage points, with an average annual growth rate of 8.57%, and the embodied carbon productivity increased by 70.59 percentage points, with an average annual growth rate of 3.01%. …”
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Factors influencing land rental market participation: a case study in Northern Ireland by Adewale Henry Adenuga, Claire Jack

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Factors influencing low-income households in substituting traditional charcoal with alternative energy sources for cooking in Northwestern and Lusaka Province, Zambia by Chilombo Mulima, Amekawa Yuichiro, Girma Gezimu Gebre, Stefan Sieber

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Assessing the impact of peripheral mega retail centres on traditional urban shopping centres by Aloys Borgers, Sanne van Swaaij, Ingrid Janssen

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Do Payout Policies and Channel Preferences of Banking Industries Shift during the Tranquil Periods? Evidence from Emerging Market by Sagheer Muhammad, Sehrish Mubeen, Mah Noor Shahzadi

“…Moreover, the results of the multinomial logit model, demonstrate that the payout policy of the commercial banks listed on the PSX, is not influenced by the global financial crisis. …”
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Consumers’ response to genetically modified food: an Italian case study by Federica DeMaria, Simona Romeo Lironcurti, Federica Morandi, Alessandra Pesce, Laura Gazza, Francesca Nocente

“…By using a Multinomial Logit Model (MNL), starting from three hypotheses, the study highlights a gap in knowledge transfer and, in general, the communication process. …”
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Elderly travel mode choice in Thailand-evaluating MNL and machine learning models by Anantaya Philuek, Panuwat Wisutwattanasak, Fareeda Watcharamaisakul, Chinnakrit Banyong, Anon Chantaratang, Thanapong Champahom, Vatanavongs Ratanavaraha, Sajjakaj Jomnonkwao

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Prediksi Dampak Pembangunan Jalan Tol Trans Sumatera Pada Permintaan Perjalanan Udara Antar Provinsi di Pulau Sumatera by Andry Yuliyanto, Kirtinanda P, Ariel Krisar Abyasa, M Reno Pranata

“…Keywords: Stated Preference, Multinomial Logit Model, Trans Sumatera Toll Road, Air Demand…”
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Ordered Choice Models: Ordinal Logit and Ordinal Probit by Öznur İşçi Güneri, Burcu Durmuş, Aynur İncekırık

“…If this assumption is not met, the generalized ones of the ordinal logit and ordinal probit models, which are more flexible in terms of assumptions, or the multinomial logit model can be used. …”
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Analysis of selectional preference for grassland ecological compensation methods under the perspective of herders differentiation by Juanjuan Hu, Yuchen Liu, Xinling Zhang, Jianjun Zhang

“…IntroductionExploring herders’ preferences for grassland ecological compensation methods provides a decision-making basis for strengthening the incentive effects of grassland ecological compensation policies.MethodsThe research utilized survey data of 372 herders from three prefecture-level cities in Inner Mongolia, and comprehensively applied grey relational analysis (GRA) and multinomial logit (MNL) model to empirically analyze herders’ selectional preferences for grassland ecological compensation methods and influencing factors from the perspective of herders differentiation.ResultsThe findings revealed: (1) More than two thirds (69.28%) of the herders preferred simple and convenient “financial compensation” in addition to existing forms of compensation; 10.22%, 10.48%, and 11.02% of the herders preferred in-kind compensation, technological compensation, and policy-based compensation, respectively. (2) Compared with individual and livestock operation characteristics, herders’ differentiated behavioral attitudes and family characteristics were more strongly associated with their preferences for compensation methods. (3) Compared with direct financial compensation, herders’ gender and transport distance to the nearest marketplace significantly influenced the choice of in-kind compensation; herders’ age, livestock numbers, grazing area, and dependence on subsidy and reward policies significantly influenced the choice of technological compensation; herders’ gender, age, number of family laborers, level of part-time income, willingness for professional transformation, and perception of the rationality of compensation types significantly influenced the choice of policy-based compensation.DiscussionTo optimize compensation modes for grassland ecological conservation, a “diversified & differentiated” positive incentive system should be constructed according to herders’ preferences and differentiated characteristics in order to facilitate voluntary livestock reduction, meanwhile a negative incentive should be incorporated to constrain herders’ overgrazing behavior.…”
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Enhancing poverty classification in developing countries through machine learning: a case study of household consumption prediction in Rwanda by Fabrice Nkurunziza, Richard Kabanda, Patrick McSharry

“…Among the 12 classifiers evaluated, multiple kernel support vector machines, eXtreme gradient boosting, and multinomial logit demonstrated the highest predictive accuracy, ranging between 86.6% and 88.5%. …”
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COVID-19 Lockdown and Implications for Household Food Security in Zambia: Quality of Diet or Economic Vulnerability? by Richard Bwalya, Chitalu Miriam Chama-Chiliba

“…Two complementary food security measures are analysed using multinomial logit regression models: household expenditure share, representing economic vulnerability, and household dietary diversity score (HDDS), representing diet quality. …”
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Factors influencing injury severity in three-wheeled motorized rickshaw and motorcycle collisions by Zia Ur Rehman, Jiang Chaozhe, Emmanuel Kofi Adanu, Yahya Almarhabi, Arshad Jamal

“…The current study aims to fill this gap by investigating the risk factors contributing to injury severity in such crashes, employing a random parameters multinomial logit model with heterogeneity in means and variance. …”
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Assessing heterogeneity in factors influencing three-wheeled motorized rickshaws crash outcomes between weekdays and weekends by Zia Ur Rehman, Jiang Chaozhe, Emmanuel Kofi Adanu, Arshad Jamal, Yahya Almarhabi, Md Kamrul Islam, Hassan M. Al-Ahmadi

“…The current study aims to fill this gap by investigating the risk factors contributing to injury severity in such crashes, employing a random parameters multinomial logit model with heterogeneity in means and variance. …”
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Analysis of school commuting behavior differences based on China family panel studies by HUANG Yue, GAN Hongcheng, WANG Xinyu, LU Huan, WEN Jinpeng

“…Utilizing data from the 2020 China family panel studies (CFPS), this study employs a multinomial logit model to comprehensively analyze differences in factors such as individual characteristics, family attributes, school features and geographical characteristics in school travel mode selection. …”
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