An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation

Samah Senbel; N. Sertac Artan; Christopher Taber; S. Alexander Long; Srishti Sharma; Mahmud Kandawala; Mehul S. Raval; Srikrishnan Divakaran; Tolga Kaya

doi:10.1007/978-3-031-69073-0_20

An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation

Samah Senbel^*
, N. Sertac Artan
, Christopher Taber
, S. Alexander Long
, Srishti Sharma
, Mahmud Kandawala
, Mehul S. Raval
, Srikrishnan Divakaran
, Tolga Kaya

^*Bu çalışma için yazışmadan sorumlu yazar

Sacred Heart University
New York Institute of Technology
Ahmedabad University
Krea University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

1 Atıf (Scopus)

Özet

Athletic success depends on several factors, including training, sleep, and mental state. The women’s Basketball team at Sacred Heart University has been monitored over two consecutive seasons. The first season 21/22 was relatively unsuccessful, followed by a much-improved performance in the 22/23 season, with a higher win percentage. Six metrics have been measured consistently: Training metrics, Sleep, mental state, game workload, jump analysis, and game performance. We compare those metrics over the two seasons, and our findings show the direct relationship between better training, better sleep, and mental health on the team’s performance as a group. We also note the improvement of the common players over the two seasons, even before the games started, and the effect of the new players on their performance.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Sports Analytics - 1st International Conference, ISACE 2024, Proceedings
Editörler	Jin Song Dong, Masoumeh Izadi, Zhe Hou
Yayınlayan	Springer Science and Business Media Deutschland GmbH
Sayfalar	228-234
Sayfa sayısı	7
ISBN (Basılı)	9783031690723
DOI'lar	https://doi.org/10.1007/978-3-031-69073-0_20
Yayın durumu	Yayınlandı - 2024
Harici olarak yayınlandı	Evet
Etkinlik	1st International Sports Analytics Conference and Exhibition, ISACE 2024 - Paris, France Süre: 12 Tem 2024 → 13 Tem 2024

Yayın serisi

Adı	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Hacim	14794 LNCS
ISSN (Basılı)	0302-9743
ISSN (Elektronik)	1611-3349

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	1st International Sports Analytics Conference and Exhibition, ISACE 2024
Ülke/Bölge	France
Şehir	Paris
Periyot	12/07/24 → 13/07/24

Bibliyografik not

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

Belgeye Erişim

10.1007/978-3-031-69073-0_20

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Senbel, S., Artan, N. S., Taber, C., Long, S. A., Sharma, S., Kandawala, M., Raval, M. S., Divakaran, S., & Kaya, T. (2024). An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation. In J. S. Dong, M. Izadi, & Z. Hou (Eds.), Sports Analytics - 1st International Conference, ISACE 2024, Proceedings (pp. 228-234). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Hac. 14794 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-69073-0_20

Senbel, Samah ; Artan, N. Sertac ; Taber, Christopher et al. / An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball : A Dual-Season Investigation. Sports Analytics - 1st International Conference, ISACE 2024, Proceedings. editör / Jin Song Dong ; Masoumeh Izadi ; Zhe Hou. Springer Science and Business Media Deutschland GmbH, 2024. pp. 228-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{a88e4d2c06844120b762af8655a6a8aa,

title = "An Evaluation of the Determinants of Performance in NCAA Division I Women{\textquoteright}s Basketball: A Dual-Season Investigation",

abstract = "Athletic success depends on several factors, including training, sleep, and mental state. The women{\textquoteright}s Basketball team at Sacred Heart University has been monitored over two consecutive seasons. The first season 21/22 was relatively unsuccessful, followed by a much-improved performance in the 22/23 season, with a higher win percentage. Six metrics have been measured consistently: Training metrics, Sleep, mental state, game workload, jump analysis, and game performance. We compare those metrics over the two seasons, and our findings show the direct relationship between better training, better sleep, and mental health on the team{\textquoteright}s performance as a group. We also note the improvement of the common players over the two seasons, even before the games started, and the effect of the new players on their performance.",

keywords = "Athlete Performance, Basketball, Game Performance, Sport Analytics",

author = "Samah Senbel and Artan, \{N. Sertac\} and Christopher Taber and Long, \{S. Alexander\} and Srishti Sharma and Mahmud Kandawala and Raval, \{Mehul S.\} and Srikrishnan Divakaran and Tolga Kaya",

note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.; 1st International Sports Analytics Conference and Exhibition, ISACE 2024 ; Conference date: 12-07-2024 Through 13-07-2024",

year = "2024",

doi = "10.1007/978-3-031-69073-0\_20",

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Senbel, S, Artan, NS, Taber, C, Long, SA, Sharma, S, Kandawala, M, Raval, MS, Divakaran, S & Kaya, T 2024, An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation. in JS Dong, M Izadi & Z Hou (eds), Sports Analytics - 1st International Conference, ISACE 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), hac. 14794 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 228-234, 1st International Sports Analytics Conference and Exhibition, ISACE 2024, Paris, France, 12/07/24. https://doi.org/10.1007/978-3-031-69073-0_20

An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation. / Senbel, Samah; Artan, N. Sertac; Taber, Christopher et al.
Sports Analytics - 1st International Conference, ISACE 2024, Proceedings. ed. / Jin Song Dong; Masoumeh Izadi; Zhe Hou. Springer Science and Business Media Deutschland GmbH, 2024. p. 228-234 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Hac. 14794 LNCS).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball

T2 - 1st International Sports Analytics Conference and Exhibition, ISACE 2024

AU - Senbel, Samah

AU - Artan, N. Sertac

AU - Taber, Christopher

AU - Long, S. Alexander

AU - Sharma, Srishti

AU - Kandawala, Mahmud

AU - Raval, Mehul S.

AU - Divakaran, Srikrishnan

AU - Kaya, Tolga

PY - 2024

Y1 - 2024

N2 - Athletic success depends on several factors, including training, sleep, and mental state. The women’s Basketball team at Sacred Heart University has been monitored over two consecutive seasons. The first season 21/22 was relatively unsuccessful, followed by a much-improved performance in the 22/23 season, with a higher win percentage. Six metrics have been measured consistently: Training metrics, Sleep, mental state, game workload, jump analysis, and game performance. We compare those metrics over the two seasons, and our findings show the direct relationship between better training, better sleep, and mental health on the team’s performance as a group. We also note the improvement of the common players over the two seasons, even before the games started, and the effect of the new players on their performance.

AB - Athletic success depends on several factors, including training, sleep, and mental state. The women’s Basketball team at Sacred Heart University has been monitored over two consecutive seasons. The first season 21/22 was relatively unsuccessful, followed by a much-improved performance in the 22/23 season, with a higher win percentage. Six metrics have been measured consistently: Training metrics, Sleep, mental state, game workload, jump analysis, and game performance. We compare those metrics over the two seasons, and our findings show the direct relationship between better training, better sleep, and mental health on the team’s performance as a group. We also note the improvement of the common players over the two seasons, even before the games started, and the effect of the new players on their performance.

KW - Athlete Performance

KW - Basketball

KW - Game Performance

KW - Sport Analytics

UR - https://www.scopus.com/pages/publications/85206104908

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DO - 10.1007/978-3-031-69073-0_20

M3 - Conference contribution

AN - SCOPUS:85206104908

SN - 9783031690723

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 228

EP - 234

BT - Sports Analytics - 1st International Conference, ISACE 2024, Proceedings

A2 - Dong, Jin Song

A2 - Izadi, Masoumeh

A2 - Hou, Zhe

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 12 July 2024 through 13 July 2024

ER -

Senbel S, Artan NS, Taber C, Long SA, Sharma S, Kandawala M et al. An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation. In Dong JS, Izadi M, Hou Z, editörler, Sports Analytics - 1st International Conference, ISACE 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 228-234. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-69073-0_20

An Evaluation of the Determinants of Performance in NCAA Division I Women’s Basketball: A Dual-Season Investigation

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Belgeye Erişim

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