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Table 2 Psychological and mental health characteristics of the participants in the full sample and according to sex (N = 32,622; NutriNet-Santé cohort; 2021–2022; France)

From: Co-occurrence of habit-forming risk behaviors and their socio-demographic, health status and lifestyle determinants: a population-based cross-sectional study

 

Full sample

N = 32,622

Males

n = 8,307

Females

n = 24,315

p-valuea

Lack of affection during childhood

       

 No

28,409

(87.1)

7,627

(91.8)

20,782

(85.5)

< 0.001

 Yes

4,213

(12.9)

680

(8.2)

3,533

(14.5)

 

Self-reported lifetime prevalence or medication use for a mental health conditionb

       

 No

18,359

(56.3)

5,738

(69.1)

12,621

(51.9)

< 0.001

 Yes

14,263

(43.7)

2,569

(30.9)

11,694

(48.1)

 

Alcohol use disordersc

       

 No

30,289

(92.8)

7,349

(88.5)

22,940

(94.3)

< 0.001

 Yes

2,333

(7.2)

958

(11.5)

1,375

(5.7)

 

Nicotine dependencec

       

 No

32,043

(98.2)

8,211

(98.8)

23,832

(98.0)

< 0.001

 Yes

579

(1.8)

96

(1.2)

483

(2.0)

 

Food addictionc

       

 No

30,958

(94.9)

8,155

(98.2)

22,803

(93.8)

< 0.001

 Yes

1,664

(5.1)

152

(1.8)

1,512

(6.2)

 

Internet addictionc

       

 No

30,627

(93.9)

7,806

(94.0)

22,821

(93.9)

0.71

 Yes

1,995

(6.1)

501

(6.0)

1,494

(6.1)

 

Number of habit-forming risk behaviorsc

       

 0

27,036

(82.9)

6,833

(82.3)

20,203

(83.1)

0.08

 1

4,702

(14.4)

1,266

(15.2)

3,436

(14.1)

 

 2

788

(2.4)

185

(2.2)

603

(2.5)

 

 3

91

(0.3)

21

(0.3)

70

(0.3)

 

 4

5

(0.0)

2

(0.0)

3

(0.0)

 
  1. Values refer to number (%)
  2. a Values are obtained from Chi-2 tests
  3. b Mental health conditions include memory impairment, Alzheimer’s disease, anorexia nervosa, anxiety disorders, bipolar disorder, depression, and insomnia
  4. c Habit-forming risk behaviors include alcohol use disorders, nicotine dependence, food addiction, and Internet addiction, which were assessed by the Alcohol Use Disorders Identification Test (≥ 8 points), the 12-item Cigarette Dependence Scale (≥ 43 points), the modified Yale Food Addiction Scale 2.0, and the Internet Addiction Test (≥ 50 points), respectively. Scoring for each scale was based on established criteria