Study | Publication year | Country | Branches | Unit/training | Study type | n | Risk factor* |
---|---|---|---|---|---|---|---|
Body fat (higher) | |||||||
Anderson [71] | 2017 | USA | Army | Light Infantry | R | 4384 M, 363 F | Yes |
Havenetidis [162] | 2017 | Greece | Army | Officer recruits | P | 268 M | Yes (M) |
Havenetidis [143] | 2011 | Greece | n/a | Recruits | P | 253 | Yes |
Knapik [46] | 2018 | USA | Army | Recruits BCT | R | 475,745 M, 107,906 F | Yes |
Kodesh [163] | 2015 | Israel | n/a | Combat Fitness Instructor Course | P | 158 F | Yes (F) |
Krauss [168] | 2017 | USA | Army | Recruits BCT | R | 1900 F | Yes (F) |
Moran [149] | 2013 | Israel | Army | Recruits | P | 44 | No |
Sobhani [155] | 2015 | Iran | n/a | Recruits | R | 181 M | No (M) |
Body height (higher) | |||||||
Beck [140] | 2000 | USA | Marines | P | 624 M, 693 F | Yes (M), no (F) | |
Blacker [161] | 2008 | UK | Army | Recruits | R | 11,937 M, 1480 F | No |
Cosio-Lima [54] | 2013 | USA | Army | Sergeants Major Academy | R | 149 | No |
Davey [76] | 2015 | UK | Marines | P | 1090 M | No (M) | |
Fallowfield [77] | 2018 | UK | Air Force | Recruits | P | 990 M, 203 F | Yes |
Finestone [112] | 2011 | Israel | Army | Elite infantry soldier | P | 77 M | No (M) |
Givon [61] | 2000 | Israel | n/a | P | 2306 M | No (M) | |
Kelly [80] | 2000 | USA | Navy | Recruits BCT | R | 86 F | Yes (F) |
Knapik [47] | 2012 | USA | Army | Recruits BCT | R | 475,745 M, 107,906 F | Yes |
Knapik [145] | 2006 | USA | Army | Recruits BCT | P | 1174 M, 898 F | No |
Knapik [146] | 2007 | USA | Army | Mechanics | R | 518 M, 43 F | No |
Knapik [84] | 2007 | USA | Army | Band | R | 159 M, 46 F | No |
Knapik [86] | 2008 | USA | Army | Paratrooper training | R | 1677 | No |
Knapik [87] | 2008 | USA | Army | Recruits BCT | P | 2147 M, 920 F | No |
Knapik [88] | 2009 | USA | Marines | Recruits BCT | P | 840 M, 571 F | No |
Kodesh [163] | 2015 | Israel | n/a | Combat Fitness Instructor Course | P | 158 F | No |
Korvala [89] | 2010 | Finland | n/a | Conscripts | P | 192 | Yes |
Kuikka [36] | 2013 | Finland | Army | Conscripts | R | 128,584 | No |
Lappe [56] | 2001 | USA | Army | Recruits BCT | P | 3758 F | No (F) |
Ma [147] | 2016 | China | n/a | R | 2479 | No | |
Mahieu [148] | 2006 | Belgium | n/a | Recruits Royal Military Academy | P | 69 M | No (M) |
Mattila [38] | 2007 | Finland | Army | Conscripts | P | 149,750 M, 2345 F | No |
Monnier [119] | 2019 | Sweden | Marines | Training course | P | 48 M, 5 F | Yes |
Moran [149] | 2013 | Israel | Army | Recruits | P | 44 | No |
Moran [63] | 2012 | Israel | Army | Elite combat unit BCT | P | 74 | No |
Moran [125] | 2008 | Israel | Army | Recruits | P | 227 F | Yes (F) |
Munnoch [91] | 2007 | UK | Marines | P | 1115 M | No (M) | |
Nunns [150] | 2016 | UK | Marines | Recruits | P | 160 M | No (M) |
Parr [153] | 2015 | USA | Army | Special Operations Forces | P | 106 | No |
Reynolds [96] | 2009 | USA | Army | Infantry | P | 181 | No |
Reynolds [97] | 2002 | USA | Army | Construction engineers & Combat artillery soldiers | P | 313 | Yes (to be shorter) |
Reynolds [98] | 2000 | USA | Marines | Winter mountain training | P | 356 | No |
Ruohola [100] | 2006 | Finland | n/a | Recruits | P | 756 M | No (M) |
Shaffer [109] | 2006 | USA | Marines | Recruits BCT | R | 2962 F | No (F) |
Sharma [102] | 2019 | UK | Army | Infantry recruits | P | 562 M | No (M) |
Sharma [103] | 2011 | UK | Army | Infantry recruits | P | 468 M | No (M) |
Sillanpää [51] | 2008 | Finland | n/a | Conscripts | R | 128,508 M | Yes (M) |
Sobhani [155] | 2015 | Iran | n/a | Recruits | R | 181 M | No (M) |
Sormaala [39] | 2006 | Finland | n/a | Recruits | R | 118,149 | No |
Sulsky [42] | 2018 | USA | Army | Recruits BCT | R | 278,045 M, 55,302 F | Yes |
Taanila [59] | 2012 | Finland | Army | Conscripts | P | 982 M | No (M) |
Trybulec [156] | 2016 | Poland | Army | Airborne Brigade | R | 162 M, 3 F | No |
Wang [106] | 2003 | China | n/a | Military Police Forces Training | R | 805 M | No (M) |
Waterman [165] | 2010 | USA | Military Academy | R | 10,511 person years | Yes | |
Wilkinson [60] | 2009 | UK | Army | Infantry | P | 660 | No |
Zhao [108] | 2016 | China | Army | Recruits | P | 1398 M | No (M) |
Body weight (higher) | |||||||
Beck [140] | 2000 | USA | Marines | P | 624 M, 693 F | Yes (M), no (F) | |
Blacker [161] | 2008 | UK | Army | Recruits | R | 11,937 M, 1480 F | No |
Davey [76] | 2015 | UK | Marines | P | 1090 M | No (M) | |
Davey [127] | 2016 | UK | Marines | P | 1082 M | No (M) | |
Finestone [112] | 2011 | Israel | Army | Elite infantry soldier | P | 77 M | No (M) |
Givon [61] | 2000 | Israel | n/a | P | 2306 M | Yes (M) | |
Havenetidis [162] | 2017 | Greece | Army | Officer recruits | P | 268 M | Yes (M) |
Hughes [169] | 2008 | Australia | Special Operation Forces | Active duty | R | 554 descents | Yes |
Kelly [80] | 2000 | USA | Navy | Recruits BCT | R | 86 F | Yes (F) |
Knapik [47] | 2012 | USA | Army | Recruits BCT | R | 475,745 M, 107,906 F | Yes (invers) |
Knapik [145] | 2006 | USA | Army | Recruits BCT | P | 1174 M, 898 F | No |
Knapik [146] | 2007 | USA | Army | Mechanics | R | 518 M, 43 F | Yes |
Knapik [84] | 2007 | USA | Army | Band | R | 159 M, 46 F | No |
Knapik [86] | 2008 | USA | Army | Paratrooper training | R | 1677 | Yes |
Knapik [87] | 2008 | USA | Army | Recruits BCT | P | 2147 M, 920 F | No |
Knapik [88] | 2009 | USA | Marines | Recruits BCT | P | 840 M, 571 F | No (M), yes (F) |
Kodesh [163] | 2015 | Israel | n/a | Combat Fitness Instructor Course | P | 158 F | No (F) |
Korvala [89] | 2010 | Finland | n/a | Conscripts | P | 192 | Yes |
Lappe [56] | 2001 | USA | Army | Recruits BCT | P | 3758 F | Yes (F) |
Ma [147] | 2016 | China | n/a | R | 2479 | No | |
Mahieu [148] | 2006 | Belgium | n/a | Recruits Royal Military Academy | P | 69 M | No (M) |
Moran [149] | 2013 | Israel | Army | Recruits | P | 44 | No |
Moran [63] | 2012 | Israel | Army | Elite combat unit BCT | P | 74 | No |
Monnier [119] | 2019 | Sweden | Marines | Training course | P | 48 M, 5 F | No |
Munnoch [91] | 2007 | UK | Marines | P | 1115 M | No (M) | |
Nunns [150] | 2016 | UK | Marines | Recruits | P | 160 M | No (M) |
Parr [153] | 2015 | USA | Army | Special Operations Forces | P | 106 | No |
Reynolds [96] | 2009 | USA | Army | Infantry | P | 181 | No |
Reynolds [97] | 2002 | USA | Army | Construction engineers & Combat artillery soldiers | P | 313 | Yes |
Reynolds [98] | 2000 | USA | Marines | Winter mountain training | P | 356 | No |
Rice [120] | 2017 | UK | Marines | Recruits | P | 147 M | Yes (M) (invers) |
Robinson [57] | 2016 | UK | Army | Recruits | P | 1810 | Yes |
Ruohola [100] | 2006 | Finland | n/a | Recruits | P | 756 M | No (M) |
Sanchez-Santos [65] | 2017 | UK | Marines | Recruits | P | 1082 M | Yes (M) (invers) |
Schermann [129] | 2018 | Israel | Army | Infantry unit vs. female unit working with dogs | R | 7949 | Yes |
Shaffer [109] | 2006 | USA | Marines | Recruits BCT | R | 2962 F | No (F) |
Sharma [102] | 2019 | UK | Army | Infantry recruits | P | 562 M | No (M) |
Sharma [103] | 2011 | UK | Army | Infantry recruits | P | 468 M | No (M) |
Sillanpää [51] | 2008 | Finland | n/a | Conscripts | R | 128,508 M | Yes (M) |
Sobhani [155] | 2015 | Iran | n/a | Recruits | R | 181 M | No (M) |
Sormaala [39] | 2006 | Finland | n/a | Recruits | R | 118,149 | No |
Trybulec [156] | 2016 | Poland | Army | Airborne Brigade | R | 162 M, 3 F | No |
Waterman [165] | 2010 | USA | Military Academy | R | 10,511 person years | Yes | |
Wilkinson [60] | 2009 | UK | Army | Infantry | P | 660 | No |
Zhao [108] | 2016 | China | Army | Recruits | P | 1398 M | No (M) |