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Table 7 Results of multiple linear regression analyses of the association between walking (or walking intensity) and cognition in older adults exhibiting no decrease in food intake over the past 3 months (n = 174)

From: High-intensity walking in midlife is associated with improved memory in physically capable older adults

Walking

Total score

Memory score

Non-memory score

B

SE

\(\beta\)

p

B

SE

\(\beta\)

p

B

SE

\(\beta\)

p

Overall walking (n = 117)

Model 1a

  Walking

6.408

2.276

0.200

0.005

3.863

1.309

0.202

0.004

1.253

1.044

0.090

0.232

  None

Reference

 

Reference

 

Reference

 

Model 2b

  Walking

5.124

2.043

0.160

0.013

3.133

1.204

0.164

0.010

0.431

0.979

0.031

0.661

  None

Reference

 

Reference

 

Reference

 

Midlife-initiated walking (n = 97)

Model 1a

  Walking

6.947

2.484

0.217

0.006

4.282

1.407

0.230

0.003

1.477

1.120

0.107

0.189

  None

Reference

 

Reference

 

Reference

 

Model 2b

      

  Walking

5.084

2.217

0.158

0.023

3.180

1.295

0.171

0.015

0.393

1.045

0.029

0.707

  None

Reference

 

Reference

 

Reference

 

Late life-initiated walking (n = 20)

Model 1a

  Walking

4.293

3.307

0.146

0.199

2.212

2.210

0.111

0.321

0.965

1.557

0.072

0.538

  None

Reference

 

Reference

 

Reference

 

Model 2b

  Walking

4.956

3.122

0.168

0.118

3.468

2.102

0.173

0.105

0.432

1.567

0.032

0.784

  None

Reference

 

Reference

 

Reference

 

  Walking intensity

Total score

Memory score

Non-memory score

B

SE

\(\beta\)

p

B

SE

\(\beta\)

p

B

SE

\(\beta\)

p

Overall walking (n = 117)

Model 1a

  High

11.083

2.618

0.344

< 0.001

4.533

1.562

0.237

0.004

3.222

1.203

0.232

0.008

  Low

2.901

2.417

0.094

0.232

2.273

1.442

0.125

0.117

− 0.020

1.111

− 0.001

0.986

  None

Reference

 

Reference

 

Reference

 

Model 2b

  High

8.349

2.400

0.260

< 0.001

3.162

1.454

0.165

0.031

1.755

1.168

0.126

0.135

  Low

3.143

2.164

0.102

0.148

2.197

1.311

0.120

0.096

− 0.154

1.053

− 0.012

0.884

  None

Reference

 

Reference

 

Reference

 

Model 3c

  High

12.757

4.622

0.397

0.006

6.587

2.794

0.345

0.020

1.834

2.258

0.132

0.418

  Low

6.477

3.689

0.211

0.081

4.787

2.230

0.262

0.033

− 0.095

1.802

− 0.007

0.958

  None

Reference

 

Reference

 

Reference

 

Midlife-initiated walking (n = 97)

Model 1a

  High

12.520

2.892

0.367

< 0.001

5.229

1.708

0.266

0.003

3.573

1.315

0.246

0.007

  Low

3.093

2.638

0.096

0.243

2.645

1.558

0.143

0.092

0.182

1.200

0.013

0.880

  None

Reference

 

Reference

 

Reference

 

Model 2b

  High

9.317

2.676

0.273

< 0.001

3.388

1.617

0.172

0.038

1.751

1.294

0.121

0.178

  Low

2.908

2.332

0.091

0.215

2.314

1.409

0.125

0.103

− 0.043

1.128

− 0.003

0.970

  None

Reference

 

Reference

 

Reference

 

Model 3c

  High

17.505

5.322

0.514

0.001

9.569

3.195

0.486

0.003

2.697

2.602

0.186

0.302

  Low

8.842

4.065

0.276

0.031

6.793

2.440

0.367

0.006

0.642

1.988

0.047

0.747

  None

Reference

 

Reference

 

Reference

 

Late life-initiated walking (n = 20)

Model 1a

  High

4.809

4.327

0.123

0.270

1.713

3.021

0.064

0.572

2.226

2.059

0.125

0.283

  Low

2.428

4.370

0.062

0.580

0.541

3.051

0.020

0.860

− 0.481

2.079

0.125

0.283

  None

Reference

 

Reference

 

Reference

 

Model 2b

  High

8.306

4.208

0.213

0.053

5.011

2.968

0.186

0.097

2.126

2.253

0.119

0.349

  Low

1.771

4.100

0.045

0.667

0.135

2.892

0.005

0.963

− 1.073

2.196

− 0.060

0.627

  None

Reference

 

Reference

 

Reference

 

Model 3c

  High

− 6.584

8.739

− 0.169

0.454

− 5.572

6.161

− 0.207

0.370

− 4.082

4.741

− 0.229

0.393

  Low

− 13.185

8.720

− 0.338

0.136

− 10.494

6.148

− 0.389

0.093

− 7.308

4.731

− 0.411

0.128

  None

Reference

 

Reference

 

Reference

 
  1. For these analyses, we used the no walking (n = 57) as the reference
  2. APOE4 Apolipoprotein ε4, GDS Geriatric depression scale, VRS Vascular risk score, BMI Body mass index
  3. aAdjusted for age, sex, and APOE4
  4. bAdjusted for covariates in Model 1 plus, education, clinical diagnosis, GDS, annual income, alcohol intake, smoking, VRS, BMI, dietary pattern including food types (such as protein and fruit or vegetables), serum nutritional markers (such as hemoglobin, albumin, glucose, and HDL-/LDL-cholesterol) and overall physical activity score
  5. cAdjusted for covariates in Model 2 plus, walking duration