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The purposes of this paper are to examine the actual conditions of the problems of poverty in rural areas in Inner Mongolia, to clarify the problems involved in the measure to fight poverty through promotion of dairy farming and to propose policies for future measures to fight poverty.

Both quantitative and qualitative analyses are employed, such as the estimation of production functions of agriculture in Inner Mongolia over the period 1998‐2004, the interview analysis and questionnaire survey for case studies. The different roles that three models play in poverty reduction such as the government assistant dairy farming, the enterprise entry dairy farming, and the multiple management dairy farming are discussed.

The paper confirms the growth of the corporate‐participating dairy farming contributes significantly to the development of the regions. It also clarifies the problem of the government‐aided dairy farming with its low profitability caused by insufficient input of fodder and the necessity to select management policies according to the natural conditions and resources available in individual regions, such as a shift toward recycling‐oriented beef cattle management in multiple dairy farming.

The paper adds insight into the promotion of dairy farming and poverty reduction in Inner Mongolia.

World legends and the scientific community have taken the devastating impact of poverty issue seriously which has been reflected in the growing trend of research in this area. Hence, this paper aims to conduct a bibliometric analysis on poverty alleviation literature, discuss the various dimensions of poverty alleviation and deliver some ideas for future research.

This study deploys a combined quali-quantitative method familiar as meta-literature review on 454 articles collected from the Web of Science (WoS) database with Social Science Citation Index (SSCI) coverage over the period 1971–2020. Using Rstudio, VOSviewer and Excel, the collected data have been analysed from different lenses.

This study considers the most contributing scientific actors like authors, journals, topics, institutions and countries as parameters for analysing articles. Based on the analysis from various perspectives, it determines five main research streams upon which it provides some potential research directions to be considered in future research.

This study solely relies on the articles available in the WoS database with index in SSCI. However, it excludes analysing thousands of articles on the same topic available in other platforms.

This study provides a retrospective on the scientific works and collective efforts of scholars germane to poverty alleviation from the highest ranked journals, which would help better understand the literature development and the intellectual structure of this field.