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Table 3 Restricted set of candidate prognostic factors for model development and validation

From: A study protocol for the development and internal validation of a multivariable prognostic model to determine lower extremity muscle injury risk in elite football (soccer) players, with further exploration of prognostic factors

Selection method

Candidate prognostic factor

Composite PF

Measurement unit

Number of parameters in model

Measurement method

Data type

Reliability (if applicable)

Systematic review

Age

No

Years

1

Date of birth

Continuous

-

Frequency of previous IMIs within 3 years prior to PHE

No

Freq.

1

Medical records

Discrete (treated as continuous)

-

Most recent previous IMI within 3 years prior to PHE

No

< 6 months, 6–12 months, > 12 months

3

Medical records

Categorical

-

Clinical reasoning/data quality

CMJ peak power

No

Watts

1

CMJ using force plates

Continuous

Test-retest ICC = 0.92–0.98 [36]

PROM hip joint internal rotation difference*

Yes

Degrees

1

Digital inclinometer

Continuous

Intra-rater ICC = 0.90 [37]

PROM hip joint external rotation difference*

Yes

Degrees

1

Digital inclinometer

Continuous

Intra-rater ICC = 0.90 [37]

Hip flexor muscle length difference*

Yes

Degrees

1

Digital inclinometer - Thomas test

Continuous

Inter-rater ICC = 0.89 [38]

Hamstring muscle length /neural mobility difference*

Yes

Degrees

1

Digital inclinometer - SLR

Continuous

Intra-rater ICC =0.95–0.98 [39]

Interrater ICC = 0.80–0.97 [40]

Calf muscle length difference*

Yes

Degrees

1

Digital inclinometer - WBL

Continuous

Inter-rater ICC = 0.80–0.95 [41, 42]

Intra-rater = ICC 0.88 [42]

BMI

Yes

kg/m2

1

Composite height (cm) and weight (kg)

Continuous

–

  1. PF prognostic factor, PHE periodic health examination, IMI indirect muscle injury, WBL weight bearing lunge, CMJ countermovement jump, PROM passive range of movement, ICC intraclass correlation coefficient, SLR straight leg raise, BMI body mass index, kg kilos, freq. frequency, kg/m2 kilograms/body height (metres) squared. "*" denotes between limb differences