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Table 1 Variable measurement, factor analysis results, and reliability coefficients

From: The influence of patient self-efficacy on value co-creation behavior and outcomes in chronic disease management: a cross-sectional study

Construct

Dimension

Measurement Variables

Cronbach’s α

CR

Correlation coefficient

Load a

AVE

Overall α value

Self-efficacy

Self-efficacy

A1

0.878

0.879

0.869**

0.833

0.645

0.878

A2

0.868**

0.838

A3

0.864**

0.800

A4

0.822**

0.738

Value co-creation behaviors

Information search

B1

0.891

0.897

0.721**

0.849

0.743

0.928

B2

0.742**

0.909

B3

0.735**

0.826

Interactive collaboration

B4

0.886

0.891

0.682**

0.744

0.577

B5

0.703**

0.804

B6

0.731**

0.801

B7

0739**

0.718

B8

0.730**

0.755

B9

0.648**

0.733

Feedback provision

B10

0.823

0.839

0.605**

0.686

0.637

B11

0.699**

0.870

B12

0.716**

0.827

Shared decision-making

B13

0.911

0.921

0.737**

0.882

0.796

B14

0.739**

0.941

B15

0.720**

0.825

Value co-creation outcomes

Perceived value

C1

0.929

0.942

0.731**

0.717

0.671

0.946

C2

0.794**

0.807

C3

0.734**

0.743

C4

0.795**

0.808

C5

0.769**

0.784

C6

0.828**

0.862

C7

0.768**

0.776

C8

0.794**

0.814

Satisfaction

C9

0.899

0.897

0.764**

0.759

0.686

C10

0.754**

0.833

C11

0.796**

0.890

C12

0.790**

0.855

Future behavioral intentions

C13

0.816

0.909

0.662**

0.882

0.771

C14

0.694**

0.944

C15

0.766**

0.558

Digital health technology application capabilities

Digital health technology application capabilities

D1

0.943

0.944

0.956**

0.942

0.850

0.943

D2

0.964**

0.972

D3

0.922**

0.847