Table 2 Factor loading, reliability, and validity of the measurement model.

From: Factors influencing the intention to use the ICD-11 among medical record officers (MROs) and assistant medical record officers (AMROs) in Ministry of Health, Malaysia

Construct

Reference

Items

Load

α

rho_A

CR

AVE

Intention to use ICD-11

Chang M-Y et al. 36 and Taylor & Todd 68

INT1

0.849

0.901

0.903

0.924

0.669

INT2

0.828

INT3

0.815

INT4

0.808

INT5

0.778

INT6

0.829

Attitude

Hung et al. 69 and Chang M-Y et al. 36

ATT1

0.864

0.780

0.798

0.858

0.603

ATT2

0.732

ATT3

0.742

ATT4

0.762

Subjective norm

Hung et al. 69 and Taylor & Todd 68

SN1

0.930

0.947

0.948

0.962

0.863

SN2

0.933

SN3

0.927

SN4

0.926

Perceived behavioural control

Hung et al. 69 and Taylor & Todd 68

PBC1

0.881

0.902

0.908

0.931

0.772

PBC2

0.864

PBC3

0.891

PBC4

0.877

Perceived usefulness

Davis 89

PU2

0.974

0.993

0.993

0.994

0.971

PU3

0.989

PU4

0.988

PU5

0.990

PU6

0.986

Perceived ease of use

Davis 89

PEOU1

0.865

0.954

0.966

0.963

0.813

PEOU2

0.929

PEOU3

0.906

PEOU4

0.901

PEOU5

0.911

PEOU6

0.896

Compatibility

Chau & Hu 67

COM1

0.908

0.877

0.883

0.924

0.802

COM2

0.876

COM3

0.902

Interpersonal influence

Hung et al. 69

II1

0.887

0.900

0.902

0.930

0.769

II2

0.891

II3

0.851

II4

0.878

External influence

Bhattacherjee 59

EI1

0.887

0.906

0.938

0.933

0.776

EI2

0.893

EI3

0.879

EI4

0.864

Self-efficacy

Hung et al. 69 and Taylor & Todd 68

SE3

0.942

0.865

0.935

0.903

0.661

SE4

0.705

SE7

0.899

SE8

0.943

Facilitating conditions

Taylor & Todd 68

FC1

0.725

0.887

0.890

0.910

0.560

FC2

0.728

FC3

0.745

FC4

0.789

FC5

0.701

FC7

0.742

FC8

0.812

ICD-11 training

Zaman et al. 70

TRA2

0.711

0.923

0.933

0.944

0.772

TRA3

0.853

TRA4

0.955

TRA5

0.928

TRA6

0.922

Previous ICD coding experience

Lee Y-H et al. 90

EXP1

0.971

0.956

0.964

0.969

0.886

EXP2

0.976

EXP3

0.975

EXP4

0.835

  1. SE5 and INT7 were deleted due to low loadings.