An Overview of the Main Types of University Control in the Leading Countries of the World

Vetrova, Irina F.; Амерсланова, А. Н.; Yuretskaya, Yana S.

doi:10.1007/978-3-030-80485-5_111

Cited by 1 publication

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“…Hence, the Loess regression provides a more conservative scenario that helps to contrast both results (Figs. 8,9,10,11,12,13).…”

Section: Tecnologico De Monterrey (Tec)mentioning

confidence: 99%

“…The higher education system is inevitably being marketed. In general, the education system participants are more aware of their roles in a business model, and they obtain benefits from the institution while receiving support and acquiring skills [11]. Universities are employing market strategies, trying to be more effective, studying their competitors, and knowing the indicators of their strengths and weaknesses.…”

Section: Introductionmentioning

confidence: 99%

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A data analytics approach for university competitiveness: the QS world university rankings

Estrada-Real

Cantú-Ortiz

2022

Int J Interact Des Manuf

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In recent years, higher education has felt pressured to prepare its graduates for the highly competitive international market due to globalization. Thus, many institutions have turned to position themselves well in university rankings as a way to attract the best academic and student talent from all over the world. Our work presents a predictive model for measuring university performance in the QS world university rankings (QS-WUR). We used a ten-year dataset to build models with statistical and machine learning algorithms contained in the library Caret of the RStudio software tool, to forecast global university position in QS-WUR. With these tools, we designed a methodology to predict the university partners' Final Scores based on their historical performance, achieving errors in the range of one or two points out of 100. The modelling may be a useful aid for university officers to develop strategies for improving institutional processes to attract the best students, faculty, and funding, enhance international collaboration and outlook, and foster international university prestige.

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“…Hence, the Loess regression provides a more conservative scenario that helps to contrast both results (Figs. 8,9,10,11,12,13).…”

Section: Tecnologico De Monterrey (Tec)mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

A data analytics approach for university competitiveness: the QS world university rankings

Estrada-Real

Cantú-Ortiz

2022

Int J Interact Des Manuf

View full text Add to dashboard Cite

show abstract

An Overview of the Main Types of University Control in the Leading Countries of the World

Cited by 1 publication

References 0 publications

A data analytics approach for university competitiveness: the QS world university rankings

A data analytics approach for university competitiveness: the QS world university rankings

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