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Table 5 Summary of studies that focused on BMI (in general), obesity, being overweight, and being underweight as risk factors for MskIs

From: Risk factors for musculoskeletal injuries in the military: a qualitative systematic review of the literature from the past two decades and a new prioritizing injury model

Study

Publication year

Country

Branches

Unit/training

Study type

n

Risk factor*

BMI (in general)

       

 Allsopp [159]

2003

UK

Navy

Recruits

R

1287 M, 354 F

Yes

 Beck [140]

2000

USA

Marines

 

P

624 M, 693 F

Yes (M), no (F)

 Bedno [35]

2019

USA

Army

Recruits BCT

R

238,772

Yes (M), no (F)

 Billings [160]

2004

USA

Air Force

Recruits BCT

R

2006

Yes

 Blacker [161]

2008

UK

Army

Recruits

R

11,937 M, 1480 F

Yes

 Burgi [126]

2011

USA

Navy

Recruits

P

2300 F

No (F)

 Cosio-Lima [54]

2013

USA

Army

Sergeants Major Academy

R

149

No

 Davey [76]

2015

UK

Marines

 

P

1090 M

No (M)

 Garnock [113]

2018

Australia

Navy

Recruits

P

95 M, 39 F

No

 George [114]

2012

USA

Army

Combat medics

P

1230

Yes

 Havenetidis [162]

2017

Greece

Army

Officer recruits

P

268 M

No (M)

 Havenetidis [143]

2011

Greece

n/a

Recruits

P

253

No

 Jones [34]

2017

USA

Army

Recruits BCT

R

143,398 M, 41,727 F

Yes

 Knapik [145]

2006

USA

Army

Recruits BCT

P

1174 M, 898 F

No

 Knapik [82]

2013

USA

Army

Army military police training

P

1838 M, 553 F

Yes

 Knapik [146]

2007

USA

Army

Mechanics

R

518 M, 43 F

Yes (M)

 Knapik [84]

2007

USA

Army

Band

R

159 M, 46 F

No

 Knapik [85]

2001

USA

Army

Recruits

P

182 M, 168 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

 Kupferer [164]

2014

USA

Air Force

Trainees

R

141

No

 Lauder [90]

2000

USA

Army

Active duty

P

230 F

Yes (F)

 Mahieu [148]

2006

Belgium

n/a

Recruits Royal Military Academy

P

69 M

No

 Mattila [38]

2007

Finland

Army

Conscripts

P

149,750 M, 2345 F

No

 Moran [149]

2013

Israel

Army

Recruits

P

44

No

 Moran [63]

2012

Israel

Army

Elite combat unit BCT

P

74

No (M)

 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

Yes (M)

 Nye [151]

2016

USA

Air Force

Recruits BCT

R

67,525

No

 Parr [153]

2015

USA

Army

Special Operations Forces

P

106

No

 Pihlajamäki [93]

2019

Finland

n/a

Full duty

R

4029 M

No (M)

 Psaila [94]

2017

Malta

n/a

Recruits BCT

P

114 M, 13 F

No

 Rabin [154]

2014

Israel

Army

Recruits

P

70 M

No (M)

 Rappole [95]

2017

USA

Army

Army Brigade

R

1099

Yes

 Reynolds [98]

2000

USA

Marines

Winter mountain training

P

356

No

 Rice [120]

2017

UK

Marines

Recruits

P

147 M

Yes (M, especially lower BMI)

 Roos [99]

2015

Switzerland

Army

Recruits

P

651 M

No (M)

 Ruohola [100]

2006

Finland

n/a

Recruits

P

756 M

No (M)

 Scott [122]

2015

USA

Army

Reserve Officer Training

R

165 M, 30 F

No

 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

No (M)

 Sormaala [39]

2006

Finland

n/a

Recruits

R

118,149

No

 Waterman [165]

2010

USA

Military Academy

 

R

10,511 person years

Yes (M), no (F)

 Wilkinson [60]

2009

UK

Army

Infantry

P

660

No

 Wunderlin [107]

2015

Switzerland

Army

Recruits

P

230 M

Yes (M)

 Wyss [68]

2014

Switzerland

Army

Recruits BCT

P

1676

NO

Obesity (BMI ≥ 30 kg/m2)

       

 Anderson [70]

2015

USA

Army

Light Infantry Brigade

R

2101

Yes

 AMSA [43]

2000

USA

Army

Active duty

R

387,536

Yes

 Bedno [72]

2013

USA

Army

IET

P

8456 M

Yes (M)

 Billings [160]

2004

USA

Air Force

Recruits BCT

R

2006

Yes

 Canham-Chervak [52]

2006

USA

Army

Recruits

P

1156 M, 746 F

Yes

 Cowan [74]

2012

USA

Army

Trainees

P

1568 F

No (F)

 Cowan [75]

2011

USA

Army

Recruits

P

7323

Yes

 Gundlach [166]

2012

Germany

Army

Active duty

P

410

Yes

 Henderson [144]

2000

USA

Army

Combat medic

P

439 M, 287 F

Yes

 Hruby [48]

2016

USA

Army

 

R

736,608

Yes

 Jones [34]

2017

USA

Army

Recruits BCT

R

143,398 M, 41,727 F

Yes

 Kuikka [36]

2013

Finland

Army

Conscripts

R

128,584

Yes

 Ma [147]

2016

China

n/a

 

R

2479

Yes

 Packnett [41]

2011

USA

Army

Recruits BCT

R

217,468 M, 47,813 F

Yes

 Rappole [95]

2017

USA

Army

Army Brigade

R

1099

Yes

 Taanila [123]

2010

Finland

n/a

Conscripts

P

944 M

Yes (M)

 Taanila [59]

2012

Finland

Army

Conscripts

P

982 M

Yes (M)

Overweight (BMI ≥ 25 and < 30 kg/m2)

       

 Anderson [70]

2015

USA

Army

Light Infantry Brigade

R

2101

Yes

 Bedno [72]

2013

USA

Army

IET

P

8456 M

No (M)

 Billings [160]

2004

USA

Air Force

Recruits BCT

R

2006

Yes

 Canham-Chervak [52]

2006

USA

Army

Recruits BCT

P

1156 M, 746 F

Yes

 Cowan [74]

2012

USA

Army

Trainees

P

1568 F

No (F)

 Grier [78]

2017

USA

Army

Infantry Brigade

R

4236 M

Yes (M)

 Gundlach [166]

2012

Germany

Army

Active duty

P

410

Yes

 Henderson [144]

2000

USA

Army

Combat medic

P

439 M, 287 F

Yes

 Hruby [48]

2016

USA

Army

 

R

736,608

Yes

 Knapik [47]

2012

USA

Army

Recruits BCT

R

475,745 M, 107,906 F

Yes (M), no (F)

 Kuikka [36]

2013

Finland

Army

Conscripts

R

128,584

No

 Ma [147]

2016

China

n/a

 

R

2479

Yes

 Mattila [37]

2007

Finland

n/a

Conscripts

R

133,943 M, 2044 F

Yes

 Rappole [95]

2017

USA

Army

Army Brigade

R

1099 M

Yes (M)

 Taanila [123]

2010

Finland

n/a

Conscripts

P

944 M

Yes (M)

 Taanila [59]

2012

Finland

Army

Conscripts

P

982 M

No (M)

Underweight (BMI < 18.5 kg/m2)

       

 AMSA [43]

2000

USA

Army

Active duty

R

387,536

Yes

 Bedno [72]

2013

USA

Army

IET

P

8456 M

Yes (M)

 Billings [160]

2004

USA

Air Force

Recruits BCT

R

2006

Yes

 Cowan [74]

2012

USA

Army

Trainees

P

1568 F

No (F)

 Finestone [167]

2008

Israel

Army

Light Infantry training

P

36 M, 99 F

Yes

 Grier [78]

2017

USA

Army

Infantry brigade

R

4236 M

Yes (M)

 Hruby [48]

2016

USA

Army

 

R

736,608

Yes

 Jones [34]

2017

USA

Army

Recruits BCT

R

143,398 M, 41,727 F

Yes

 Knapik [47]

2012

USA

Army

Recruits BCT

R

475,745 M, 107,906 F

Yes

 Kuikka [36]

2013

Finland

Army

Conscripts

R

128,584

No

 Packnett [41]

2011

USA

Army

Recruits BCT

R

217,468 M, 47,813 F

Yes

 Reynolds [96]

2009

USA

Army

Infantry

P

181

Yes

 Taanila [104]

2015

Finland

Army

Conscripts

P

1411 M

Yes (M)

 Taanila [59]

2012

Finland

Army

Conscripts

P

982 M

No (M)

 Wang [106]

2003

China

n/a

Military Police Forces Training

R

805 M

Yes (M)

  1. BMI body mass index; BCT basis combat training; IET initial entry training; n/a not available; R Retrospective study; P prospective study; M male; F female; (M) risk factor only for males; (F) risk factor only for females
  2. *Risk factor for musculoskeletal injuries (MSkI)