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Table 6 Set of logit regressions

From: Public perception of ecosystem and social services produced by Sardinia extensive dairy sheep farming systems

Independent variables

Dependent variables

FERTILIZERS

BIODIVERSITY

HABITATS

FIRE

INSECTS

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Residence

 − 0.372

0.296

0.208

 − 0.618

0.297

0.037**

 − 0.779

0.286

0.007***

 − 0.518

0.286

0.070*

 − 0.077

0.285

0.786

Gender

 − 0.216

0.187

0.248

 − 0.136

0.184

0.459

 − 0.344

0.173

0.047**

 − 0.284

0.178

0.111

 − 0.234

0.177

0.186

Past_Prof_Experience

 − 0.042

0.213

0.844

0.227

0.210

0.279

 − 0.100

0.199

0.614

0.061

0.205

0.767

0.488

0.203

0.016**

Education

 − 0.172

0.117

0.143

0.269

0.115

0.019**

0.176

0.108

0.104

0.133

0.112

0.234

0.095

0.112

0.392

Sheepbreader

 − 0.065

0.325

0.842

0.125

0.314

0.692

0.566

0.299

0.058*

0.447

0.307

0.145

0.404

0.305

0.185

Farmer

 − 0.376

0.728

0.605

138,122

0.833

0.097*

0.234

0.595

0.694

0.239

0.657

0.716

0.820

0.668

0.220

Past_Fam_Experience

 − 0.019

0.208

0.926

0.241

0.202

0.233

 − 0.091

0.192

0.636

0.159

0.197

0.420

 − 0.247

0.196

0.208

Age

 − 0.086

0.075

0.254

 − 0.012

0.074

0.868

0.017

0.069

0.805

0.079

0.071

0.265

0.053

0.071

0.450

Subject_Knowledge

0.135

0.078

0.083*

0.198

0.077

0.010***

0.191

0.071

0.007***

0.346

0.075

 < 0.0001***

0.340

0.076

 < 0.0001***

Frequency

 − 0.052

0.117

0.656

 − 0.080

0.113

0.482

 − 0.112

0.107

0.297

 − 0.088

0.107

0.409

 − 0.238

0.110

0.030**

cut1

 − 272,266

0.670

 < 0.0001***

 − 222,477

0.676

0.001***

 − 121,074

0.628

0.054*

 − 0.389

0.631

0.538

0.163

0.630

0.796

cut2

0.433

0.655

0.509

116,932

0.656

0.075*

106,312

0.628

0.091*

211,045

0.638

0.001***

277,621

0.645

 < 0.0001***

Log-Likehood ratio test: Chi-square (10)

104,962

  

112,456

  

963,421

  

119,658

  

127,404

  

Independent variables

Dependent variables

GHG

CARBON

EROSION

INVASIVE

WATER

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Residence

 − 0.387

0.292

0.185

 − 0.764

0.285

0.007***

 − 0.680

0.283

0.016**

 − 0.111

0.284

0.696

 − 0.694

0.333

0.037**

Gender

 − 0.125

0.181

0.487

 − 0.121

0.174

0.488

0.029

0.175

0.870

 − 0.526

0.180

0.004***

0.014

0.188

0.942

Past_Prof_Experience

0.289

0.209

0.168

0.354

0.197

0.073*

 − 0.061

0.200

0.762

 − 0.122

0.205

0.554

0.205

0.222

0.355

Education

0.300

0.113

0.008***

0.057

0.108

0.595

0.098

0.110

0.371

 − 0.217

0.113

0.055*

0.064

0.117

0.581

Sheepbreader

0.245

0.304

0.421

0.452

0.287

0.115

 − 0.335

0.296

0.258

116,924

0.309

0.000***

 − 0.246

0.323

0.447

Farmer

114,495

0.699

0.101

119,250

0.643

0.064*

0.624

0.648

0.335

154,040

0.731

0.035**

0.487

0.839

0.562

Past_Fam_Experience

 − 0.039

0.201

0.845

0.302

0.193

0.117

 − 0.057

0.196

0.772

0.214

0.200

0.284

 − 0.036

0.210

0.863

Age

0.049

0.072

0.500

 − 0.014

0.069

0.840

 − 0.068

0.070

0.329

 − 0.051

0.072

0.478

 − 0.008

0.076

0.912

Subject_Knowledge

0.258

0.076

0.001***

0.190

0.073

0.009***

0.204

0.074

0.006***

0.160

0.075

0.033**

0.249

0.078

0.002***

Frequency

0.081

0.111

0.469

0.044

0.106

0.681

 − 0.049

0.108

0.648

0.086

0.109

0.429

 − 0.135

0.119

0.256

cut1

106,535

0.648

0.100

0.106

0.617

0.863

 − 162,389

0.626

0.010***

 − 0.877

0.642

0.172

 − 213,660

0.689

0.002***

cut2

388,574

0.674

 < 0.0001***

229,846

0.627

0.000***

0.844

0.624

0.176

203,629

0.649

0.002***

 − 0.238

0.678

0.726

Log-Likehood ratio test: Chi-square (10)

123,929

  

112,665

  

92,231

  

143,348

  

833,572

  

Independent variables

Dependent variables

CULTURE

ENV_EDUCATION

ARTS

RECREATION

LANDSCAPE

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Residence

 − 0.451

0.273

0.098*

 − 0.451

0.273

0.098*

 − 0.528

0.283

0.062*

 − 0.732

0.278

0.009***

 − 0.649

0.298

0.029**

Gender

 − 0.177

0.173

0.306

 − 0.177

0.173

0.306

 − 0.318

0.172

0.065*

 − 0.319

0.173

0.065*

 − 0.246

0.179

0.170

Past_Prof_Experience

0.217

0.198

0.274

0.217

0.198

0.274

 − 0.164

0.200

0.412

 − 0.127

0.199

0.523

0.176

0.206

0.395

Education

 − 0.003

0.108

0.975

 − 0.003

0.108

0.975

0.049

0.109

0.654

 − 0.090

0.109

0.408

0.150

0.112

0.180

Sheepbreader

 − 0.106

0.303

0.726

 − 0.106

0.303

0.726

 − 0.320

0.291

0.271

0.045

0.296

0.879

0.242

0.311

0.436

Farmer

0.148

0.659

0.822

0.148

0.659

0.822

 − 0.405

0.616

0.510

0.558

0.643

0.386

0.247

0.671

0.713

Past_Fam_Experience

0.307

0.191

0.108

0.307

0.191

0.108

0.261

0.190

0.170

0.154

0.191

0.420

0.239

0.198

0.228

Age

0.073

0.069

0.288

0.073

0.069

0.288

0.202

0.069

0.004***

0.150

0.069

0.030**

 − 0.008

0.072

0.915

Subject_Knowledge

0.189

0.071

0.008***

0.189

0.071

0.008***

0.244

0.072

0.001***

0.260

0.073

0.000***

0.212

0.075

0.005***

Frequency

 − 0.157

0.105

0.136

 − 0.157

0.105

0.136

 − 0.091

0.105

0.384

 − 0.095

0.104

0.362

 − 0.185

0.112

0.099*

cut1

 − 119,579

0.616

0.052*

 − 119,579

0.616

0.052*

 − 0.314

0.619

0.612

 − 0.533

0.625

0.393

 − 191,884

0.653

0.003***

cut2

100,348

0.615

0.103

100,348

0.615

0.103

181,040

0.625

0.004***

180,158

0.631

0.004***

0.208

0.646

0.747

Log-Likehood ratio test: Chi-square (10)

916,621

  

916,621

  

951,135

  

102,057

  

952,683

  

Independent variables

Dependent variables

HERITAGE

TERRITORY

LOC_EMPLOYMENT

IMM_EMPLOYMENT

SOCIAL

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Coeff

S.E

p value

Residence

 − 0.577

0.285

0.043**

 − 0.746

0.290

0.010**

 − 0.623

0.283

0.028**

 − 0.471

0.284

0.098*

 − 0.485

0.288

0.092*

Gender

 − 0.066

0.176

0.708

0.033

0.173

0.849

0.194

0.174

0.264

0.133

0.173

0.439

 − 0.041

0.175

0.814

Past_Prof_Experience

 − 0.027

0.204

0.896

0.377

0.200

0.059*

0.338

0.200

0.091*

0.127

0.200

0.524

0.166

0.202

0.411

Education

 − 0.241

0.111

0.030**

0.080

0.108

0.457

0.234

0.110

0.033**

0.234

0.109

0.032**

 − 0.012

0.108

0.913

Sheepbreader

0.006

0.300

0.985

 − 0.203

0.292

0.488

 − 0.130

0.299

0.665

 − 0.187

0.292

0.523

 − 0.655

0.297

0.027**

Farmer

 − 0.333

0.694

0.632

 − 0.348

0.663

0.600

 − 0.536

0.706

0.448

 − 112,476

0.719

0.118

 − 0.329

0.636

0.605

Past_Fam_Experience

0.305

0.195

0.118

0.021

0.190

0.912

0.026

0.192

0.893

 − 0.082

0.192

0.668

0.308

0.194

0.112

Age

0.086

0.071

0.225

0.244

0.070

0.001***

0.105

0.069

0.131

0.087

0.069

0.202

0.010

0.069

0.887

Subject_Knowledge

0.163

0.073

0.026**

0.370

0.072

 < 0.0001***

0.252

0.072

0.000***

0.285

0.073

 < 0.0001***

0.120

0.072

0.095*

Frequency

 − 0.254

0.107

0.018**

 − 0.166

0.105

0.114

 − 0.184

0.109

0.091*

 − 0.145

0.108

0.178

 − 0.130

0.107

0.224

cut1

 − 249,716

0.638

 < 0.0001***

0.606

0.614

0.323

 − 0.122

0.610

0.842

0.534

0.617

0.386

 − 113,554

0.610

0.063*

cut2

0.041

0.627

0.947

234,727

0.623

0.000***

209,925

0.619

0.001***

269,764

0.629

 < 0.0001***

127,706

0.611

0.037**

Log-Likehood ratio test: Chi-square (10)

102,492

  

119,053

  

112,369

  

101,822

  

906,501

  
  1. Significant values are highlighted in bold