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Table 4 Predictors of annual societal cost of AD in Malaysia using generalised linear model with gamma distribution and log link function

From: Annual societal cost of Alzheimer’s disease in Malaysia: a micro-costing approach

GLM with gamma distribution log link function

B

Std. E

Exp(B)

95% Confidence interval

p-value

Lower

Upper

Constant

8.275

0.5236

3924.52

7.248

9.301

0.000

Patient

Patient Severity

     

0.000 #

  Mild

−0.600

0.1293

0.5488

−0.854

−0.347

0.000***

  Moderate

−0.228

0.0998

0.7961

−0.423

−0.032

0.023*

  Severe

R

     

 MMSE Score

−0.027

0.0126

0.9734

−0.052

−0.003

0.031*

 Monthly duration in BADL (hr)

0.006

0.0006

1.006

0.004

0.007

0.000***

 Monthly Duration in IADL (hr)

0.007

0.0006

1.007

0.006

0.008

0.000***

Caregiver

Age

0.000

0.0044

1

−0.008

0.009

0.943

Caregivers’ relationship with PWAD

     

0.009 #

  Spouse

−0.041

0.4170

0.9598

−0.858

0.777

0.922

  Adult–Child

0.228

0.4101

1.2561

−0.576

1.031

0.579

  Family members/ Relatives

0.391

0.4251

1.4785

−0.442

1.224

0.357

  Paid caregiver

0.045

0.4429

1.0460

−0.823

0.913

0.918

  Others

R

     

Employment

     

0.000 #

  Yes

0.752

0.0933

2.1212

0.569

0.935

0.000***

  No

R

     

Marital status

     

0.013 #

  Yes

−0.009

0.0802

0.9910

−0.167

0.148

0.907

  No

R

     

 Use of Special Accommodation

     

0.001 #

  Yes

0.669

0.0967

1.9522

0.479

0.858

0.000***

  No

R

     
  1. Remarks: AD Alzheimer’s disease, PWAD Patient with Alzheimer’s disease, BADL Basic Activity of Daily Living, IADL Instrumental Activity of Daily Living, SV Supervision, BPSD Behavioural and Psychological Symptoms of Dementia, MMSE Mini- Mental State Examination, unstandardised beta coefficient, Std. E Standard Error, Exp(B) Exponential form of Beta, BADL indicates basic activities daily living, IADL Instrumental activities daily living, R denoted reference group; # denotes statistical significance in univariate non-parametric analysis; * denotes statistical significance of p < 0.05; ** denotes statistical significance of p < 0.01; *** denotes statistical significance of p < 0.001