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Table 3 The distribution of individuals' oral health-related risk factors within the caries risk groups based on DMFT scores

From: Utilization of machine learning models in predicting caries risk groups and oral health-related risk factors in adults

Variables

Low Risk(DMFT < 4)

Moderate Risk(4 ≤ DMFT ≤ 8)

High Risk (DMFT > 8)

p Value

n = 546

n = 850

n = 604

n

%

n

%

n

%

Age

< 30

342

62.6

390

45.8

158

26.1

p < 0.00001

30–50

168

30.7

386

45.4

304

50.3

> 50

36

6.5

74

8.7

142

23.5

Gender

Men

208

38

360

42.3

290

48

p = 0.01

Women

338

61.9

490

57.6

314

51.9

BMI

< 30 kg/m2

422

77.2

656

77.1

422

69.8

p = 0.03

≥ 30 kg/m2

124

22.7

194

22.8

182

30.1

Tooth brushing frequency

≤ 1

272

50.9

488

57.4

430

71.1

p < 0.00001

2

238

43.5

312

36.7

166

27.4

≥ 3

30

5.4

50

5.8

8

1.3

Socioeconomic status

Low

76

13.9

182

21.4

186

30.7

p < 0.00001

Moderate

454

83.1

650

76.4

404

66.8

High

16

2.9

18

2.1

14

2.3

Employment status

Not working

352

64.4

522

61.4

320

52.9

p = 0.0001

Employed

178

32.6

308

36.2

226

37.4

Retired

16

2.9

20

2.3

58

9.6

Education level

≤ Middle school

252

46.1

398

46.8

394

65.2

p = 0.00002

High school

202

36.9

292

34.3

146

24.3

≥ College

92

16.8

160

18.8

64

10.5

Marital status

Single

316

57.8

380

44.7

166

27.4

p < 0.00001

Married

230

42.1

470

55.2

438

72.5

Alcohol use

Yes

38

6.9

84

9.8

32

5.2

p = 0.41

No

508

93

766

90.1

572

94.7

Tobacco use

Yes

118

21.6

266

31.2

154

25.4

p = 0.33

No

428

78.3

584

68.7

450

74.5

Hypertension

Yes

34

6.2

50

5.8

64

10.5

p = 0.04

No

512

93.7

800

94.1

540

89.4

Diabet

Yes

22

4

34

4

58

9.6

p = 0.003

No

524

95.9

816

96

546

90.3

COPD

Yes

6

1

6

0.7

4

0.6

p = 0.56

No

540

98.9

844

99.2

600

99.3

Heart failure

Yes

16

2.9

14

1.6

30

4.9

p = 0.13

No

530

97

836

98.3

574

95

Stroke

Yes

10

1.8

18

2.1

6

0.9

p = 0.42

No

536

98.1

832

97.8

598

99

Renal failure

Yes

6

1

32

3.7

28

4.6

p = 0.01

No

540

98.9

818

96.2

576

95.3

Consumption of sugary snacks

Yes

362

66.3

542

63.7

332

54.9

p = 0.04

No

184

33.6

308

36.2

272

45

Frequency of snack consumption

< 2 per day

328

60

510

60

410

67.8

p = 0.05

≥ 2 per day

218

39.9

340

40

194

32.1

Use of dental floss

Yes

70

12.8

104

12.2

64

10.5

p = 0.40

No

476

87.1

746

87.7

540

89.4

Malocclusion

Yes

90

16.4

156

18.3

72

11.9

p = 0.12

No

456

83.5

694

81.6

532

88

Chemotherapy history

Yes

2

0.3

16

1.8

8

1.3

p = 0.33

No

544

99.6

834

98.1

596

98.6

Radiotherapy history

Yes

8

1.4

18

2.1

24

3.9

p = 0.05

No

538

98.5

832

97.8

580

96

Dry mouth

Yes

132

24.1

210

24.7

208

34.4

p = 0.005

No

414

75.8

640

75.2

396

65.5

Visual impairment

Yes

94

17.2

140

16.4

134

22.1

p = 0.11

No

452

82.7

710

83.5

470

77.8

ADHD

Yes

32

5.8

40

4.7

36

5.9

p = 0.93

No

514

94.1

810

95.2

568

94

Memory impairment

Yes

36

6.5

54

6.3

38

6.2

p = 0.88

No

510

93.4

796

93.6

566

93.7

Dentist visit in the last 1 year

0

310

56.7

442

52

334

55.2

p = 0.75

≥ 1

236

43.2

408

48

270

44.7

Time spent in front of the TV, phone or computer

≤ 3 h

184

33.6

326

38.3

278

46

p = 0.003

> 3 h

362

66.3

524

61.6

326

53.9

Experiencing difficulties in performing daily life activities

Yes

80

14.6

144

16.9

114

18.8

p = 0.17

No

466

85.3

706

83

490

81.1

Walking disorder

Yes

38

6.9

62

7.2

68

11.2

p = 0.05

No

508

93

788

92.7

536

88.7

  1. DMFT Decayed missing and filled teeth, BMI Body mass index, kg/m2 Kilogram/meter square, COPD Chronic obstructive pulmonary disease, ADHD Attention deficit hyperactivity disorder