2018
DOI: 10.1080/17461391.2018.1510036
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Prediction of abandonment in Spanish fitness centres

Abstract: The analysis of users' behaviour in a fitness centre can allow to avoid the drop out and therefore the abandonment of physical activity. Segmenting the customers based on the likelihood of drop out may be useful for improving the effectiveness of the strategies of loyalty and for optimizing the organization of human and material resources.

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Cited by 33 publications
(30 citation statements)
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References 35 publications
(47 reference statements)
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“…This progress translates into more than 210,000 fitness centers worldwide, serving over 183 million members [1], and 63,644 clubs in Europe with 64.8 memberships [2]. In this context, fitness centers have become the reference sports facilities, helping sport promotion among society and adherence to physical activity [3,4]. Consequently, the fitness market has acquired greater complexity.…”
Section: Introductionmentioning
confidence: 99%
“…This progress translates into more than 210,000 fitness centers worldwide, serving over 183 million members [1], and 63,644 clubs in Europe with 64.8 memberships [2]. In this context, fitness centers have become the reference sports facilities, helping sport promotion among society and adherence to physical activity [3,4]. Consequently, the fitness market has acquired greater complexity.…”
Section: Introductionmentioning
confidence: 99%
“…Even though specific studies with women show that higher levels of cardiorespiratory fitness are associated with decreased risk of cardiovascular disease mortality [3], in Europe, only 36% of women exercise or play sports, and 52% never exercise or play any sports, with increasing age being a factor that decreases the frequency of exercising or playing sports [4]. This report also details that 11% of women engage in physical activity in fitness centres, confirming that these centres haves turned in important active lifestyle promoters [5]. In recent years, the number of women practising physical activity has increased [6,7].…”
Section: Introductionmentioning
confidence: 59%
“…Other important limitations of the present study are that data on frequency of attendance were not recorded and that monthly payment of fitness center fees was used as the measure of adherence. In regards to the former, research has consistently shown a correlation between frequency of participation and adherence to PA practice (Clavel San Emeterio et al 2019, Garay et al 2014, Tsitskari et al 2014). However, a study conducted in a fitness center in Portugal found that weekly frequency of attendance did not predict retention (Gonçalves et al 2016), emphasizing the need for further work in this field.…”
Section: Discussionmentioning
confidence: 99%
“…In fact, individuals who train for a very short period of time may not even reach the desired physiological adaptations, which disappear wholly or partly after discontinuation (Kubo et al 2010). For this reason, adherence, retention and dropout rates in PA programs have been increasingly researched internationally (Cañamero et al 2019, Clavel San Emeterio et al 2019, Hooker et al 2016, Kinnafick et al 2014, Masuki et al 2015, Teychenne et al 2015, Viljoen and Christie 2015. Progress has been made in understanding the motivational factors associated with adoption of PA practice generally (Courneya et al 2012, Jones et al 2005, Pridgeon and Grogan 2012, Smith and Biddle 1999, but much remains to be learned about the factors underpinning consistent and long-term adherence to PA (Kinnafick et al 2014, Viljoen andChristie 2015).…”
Section: Introductionmentioning
confidence: 99%
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