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 1 Construction of Offensive Play Measurement Items and Shot Prediction Model Applying Machine Learning in Japan Professional Football League
 Hirotaka Jo, Hiroki Matsuoka, Kozue Ando and Takahiko Nishijima
 [Received May 10, 2021; Accepted October 11, 2021]
 2 Intermittent High-Intensity Endurance and Anaerobic Exercise Ability Index in Male College Soccer Players: Comparing Athletes from Different Levels of Competition within the Same Team
Taichi Nishikawa, Kerim Masaki Kobayash and Toshiyuki Ohya
[ in Japanese ]
[Received August 30, 2021; Accepted February 21, 2022]
 3 Characteristics of Psychological Stress Processes and Collective Efficacy in Response to Athlete-Athlete Relationship Stressors in Youth Soccer Players
 Takayuki Natsuhara, Yudai Ichikawa and Masao Nakayama
 [Received May 28, 2021; Accepted January 17, 2022]
 4 Characterization of Top-ranked Teams in Japanese Domestic Elite Rugby Union's League Competition Focusing on Game Performance in the Opposition's 22
Takuo Furukawa and Daisuke Kawabe
[ in Japanese ]
[Received September 5, 2021; Accepted April 11, 2022]
 5 Physical Characteristics and Performance of Starters and Non-Starters in Elite-Level Female Soccer Players in College: A Case Study of Japanese Athletes
 Shota Yamaguchi, Takayuki Inami, Daichi Yamashita, Miduki Nakamura and Naohiko Kohtake
 [Received February 19, 2021; Accepted March 1, 2022]
 6 Achievement Standards and Causal Structure of Offensive Skill Measurement Items in Japan Professional Football League
 Hirotaka Jo, Hiroki Matsuoka, Kozue Ando and Takahiko Nishijima
 [Received November 4, 2021; Accepted January 21, 2022]
 7 Relationship between CHU-Test Results and High-intensity Running during Soccer Matches
 Kentaro Chuman, Kyosuke Horio, Koji Kitatsuji, Kenichi Suijo and Toru Aoki
 [Received August 26, 2021; Accepted March 1, 2022]
 8 Determinants for Duration of Drink Breaks in J-League in 2021: Special References for COVID-19 Temporary Amendment
 Makoto Ayabe, Hiroki Kamo, Yoshihiko Ishihara,Shunsuke Sunami and Satoshi Ishizaki
 [Football Science Vol.19, 85-89, 2022]
 9 Effects of Self-Care by Neuromuscular Electrical Stimulator on Subjective Fatigue in Collegiate Female Football Players
 Takeshi Taniguchi and Kazunori Ito
 [Received April 28, 2021; Accepted August 10, 2022]
 10 Effectiveness of Possession Retained and Changes in Ball Winning Tactics in Kick-Offs and 50m Restart Kicks in Seven-a-Side Rugby
Furukawa Takuo
[ in Japanese ]
[Received June 29, 2022; Accepted October 21, 2022]
 11 Factor and Causal Structures of Counter Attack Skill in Soccer
 Hiroki Matsuoka, Kozue Ando and Takahiko Nishijima
 [Received February 2, 2022; Accepted June 28, 2022]

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