| Literature DB >> 30763254 |
Nicola Luigi Bragazzi1, Tania Simona Re2, Riccardo Zerbetto3.
Abstract
BACKGROUND: Information technologies have become an integral part of the modern society; however, it is speculated that their overuse would result in addiction. Nomophobia refers to the irrational fear of being out of contact with virtual communication platforms. Generally, upon exposure to stress, humans adjust by employing cognitive mechanisms and behavioral efforts known as coping strategies.Entities:
Keywords: behavioral addiction; coping styles; mobile phone addiction; nomophobia
Year: 2019 PMID: 30763254 PMCID: PMC6505371 DOI: 10.2196/13154
Source DB: PubMed Journal: JMIR Ment Health ISSN: 2368-7959
Scores of the Brief COPE questionnaire.
| Subscale | Score, mean (SD) |
| Acceptance | 5.9 (1.3) |
| Active coping | 6.5 (1.5) |
| Behavioral disengagement | 3.2 (1.4) |
| Denial | 3.1 (1.4) |
| Humor | 4.4 (1.6) |
| Planning | 6.5 (1.4) |
| Positive reframing | 5.6 (1.6) |
| Religion | 4.0 (2.2) |
| Self-blame | 5.8 (1.4) |
| Self-distraction | 5.2 (1.6) |
| Substance use | 2.5 (1.2) |
| Use of emotional support | 5.2 (1.8) |
| Use of instrumental support | 5.7 (1.6) |
| Venting | 5.0 (1.6) |
Correlation between Brief COPE and Nomophobia Questionnaire scores.
| Subscale | Overall score | D1a (not being able to access information) | D2b (giving up convenience/losing connectedness) | D3c (not being able to communicate) | ||||
| Acceptance | –.07 | .14 | –.03 | .54 | –.09 | .09 | –.07 | .15 |
| Active coping | .02 | .76 | .06 | .25 | –.08 | .12 | .07 | .18 |
| Behavioral disengagement | .16 | .001 | .09 | .06 | .25 | <.001 | .08 | .11 |
| Denial | .19 | <.001 | .12 | .02 | .26 | <.001 | .12 | .03 |
| Humor | .07 | .19 | .06 | .25 | .09 | .08 | .03 | .56 |
| Planning | –.02 | .69 | .05 | .33 | –.11 | .04 | .01 | .81 |
| Positive reframing | –.003 | .96 | –.02 | .70 | –.04 | .47 | .05 | .35 |
| Religion | .01 | .71 | –.09 | .07 | .10 | .04 | .02 | .63 |
| Self-blame | .12 | .02 | .14 | .006 | .06 | .22 | .11 | .02 |
| Self-distraction | .22 | <.001 | .22 | <.001 | .16 | .002 | .20 | <.001 |
| Substance use | –.001 | .98 | –.06 | .20 | .09 | .09 | –.03 | .49 |
| Use of emotional support | .25 | <.001 | .23 | <.001 | .20 | .001 | .22 | <.001 |
| Use of instrumental support | .16 | .001 | .15 | .003 | .11 | .02 | .16 | .002 |
| Venting | .28 | <.001 | .27 | <.001 | .22 | <.001 | .24 | <.001 |
aD1: first dimension (not being able to access information).
bD2: second dimension (giving up convenience/losing connectedness).
cD3: third dimension (not being able to communicate).
dr: Pearson coefficient.
Correlation between Brief COPE scores and number of hours spent on mobile phones.
| Subscale | Spearman correlation with number of hours | |
| rho | ||
| Acceptance | –.02 | .74 |
| Active coping | –.08 | .09 |
| Behavioral disengagement | .05 | .30 |
| Denial | .14 | .004 |
| Humor | –.04 | .47 |
| Planning | –.08 | .10 |
| Positive reframing | –.04 | .44 |
| Religion | –.03 | .50 |
| Self-blame | .14 | .004 |
| Self-distraction | .20 | <.001 |
| Substance use | –.03 | .58 |
| Use of emotional support | .15 | .003 |
| Use of instrumental support | .15 | .003 |
| Venting | .14 | .006 |
Multivariate regression of adaptive coping strategies scores and their association with nomophobia.
| Parameter | Nonstandardized coefficients | Standardized coefficient (betab) | T value | |||
| Ba | SD | |||||
| (Constant) | 6.28 | .46 | —c | 13.78 | <.001 | |
| Number of hours spent on a mobile phone | .002 | .04 | .003 | 0.05 | .96 | |
| Age | –.01 | .01 | –.05 | –0.87 | .38 | |
| Gender | –.14 | .14 | –.05 | –0.99 | .32 | |
| Schooling level | .06 | .08 | .04 | 0.72 | .47 | |
| D1d (not being able to access information) | .01 | .01 | .07 | 0.92 | .36 | |
| D2e (giving up convenience/losing connectedness) | –.01 | .01 | –.10 | –1.35 | .18 | |
| D3f (not being able to communicate) | –.01 | .01 | –.05 | –0.74 | .46 | |
| (Constant) | 5.40 | .50 | — | 10.82 | <.001 | |
| Number of hours spent on a mobile phone | –.02 | .04 | –.03 | –0.57 | .57 | |
| Age | .01 | .01 | .04 | 0.78 | .44 | |
| Gender | –.09 | .15 | –.03 | –0.55 | .58 | |
| Schooling level | .22 | .09 | .13 | 2.48 | .014 | |
| D1 (not being able to access information) | .02 | .01 | .12 | 1.61 | .11 | |
| D2 (giving up convenience/losing connectedness) | –.03 | .01 | –.21 | –2.91 | .004 | |
| D3 (not being able to communicate) | .02 | .01 | .13 | 1.81 | .07 | |
| (Constant) | 4.70 | .54 | — | 8.77 | <.001 | |
| Number of hours spent on a mobile phone | –.05 | .05 | –.06 | –1.00 | .32 | |
| Age | –.01 | .01 | –.05 | –0.86 | .39 | |
| Gender | –.37 | .17 | –.12 | –2.25 | .025 | |
| Schooling level | .10 | .10 | .06 | 1.05 | .30 | |
| D1 (not being able to access information) | .01 | .02 | .04 | 0.45 | .65 | |
| D2 (giving up convenience/losing connectedness) | .02 | .01 | .12 | 1.62 | .11 | |
| D3 (not being able to communicate) | –.01 | .01 | –.03 | –0.44 | .66 | |
| (Constant) | 6.14 | .48 | — | 12.68 | <.001 | |
| Number of hours spent on a mobile phone | –.05 | .04 | –.07 | –1.20 | .23 | |
| Age | –.002 | .01 | –.01 | –0.24 | .81 | |
| Gender | –.28 | .15 | –.10 | –1.86 | .064 | |
| Schooling level | .21 | .09 | .12 | 2.40 | .02 | |
| D1 (not being able to access information) | .03 | .01 | .19 | 2.53 | .012 | |
| D2 (giving up convenience/losing connectedness) | –.03 | .01 | –.22 | –3.10 | .002 | |
| D3 (not being able to communicate) | .01 | .01 | .05 | 0.74 | .46 | |
| (Constant) | 6.06 | .54 | — | 11.18 | <.001 | |
| Number of hours spent on a mobile phone | –.01 | .05 | –.02 | –0.28 | .78 | |
| Age | –.004 | .01 | –.02 | –0.39 | .69 | |
| Gender | –.15 | .17 | –.05 | –0.91 | .37 | |
| Schooling level | –.02 | .10 | –.01 | –0.22 | .82 | |
| D1 (not being able to access information) | –.01 | .02 | –.05 | –0.67 | .50 | |
| D2 (giving up convenience/losing connectedness) | –.01 | .01 | –.09 | –1.19 | .24 | |
| D3 (not being able to communicate) | .03 | .01 | .15 | 2.03 | .04 | |
| (Constant) | 8.10 | .72 | — | 11.32 | <.001 | |
| Number of hours spent on a mobile phone | –.05 | .06 | –.05 | –0.88 | .38 | |
| Age | –.02 | .01 | –.09 | –1.73 | .09 | |
| Gender | –.74 | .22 | –.17 | –3.36 | .001 | |
| Schooling level | –.56 | .13 | –.21 | –4.33 | <.001 | |
| D1 (not being able to access information) | –.07 | .02 | –.26 | –3.62 | <.001 | |
| D2 (giving up convenience/losing connectedness) | .05 | .02 | .21 | 3.15 | .002 | |
| D3 (not being able to communicate) | .03 | .02 | .11 | 1.59 | .11 | |
| (Constant) | 2.37 | .57 | — | 4.16 | <.001 | |
| Number of hours spent on a mobile phone | .01 | .05 | .01 | 0.11 | .92 | |
| Age | –.02 | .01 | –.08 | –1.61 | .11 | |
| Gender | .78 | .18 | .22 | 4.44 | <.001 | |
| Schooling level | .32 | .10 | .15 | 3.10 | .002 | |
| D1 (not being able to access information) | .02 | .02 | .07 | 1.00 | .32 | |
| D2 (giving up convenience/losing connectedness) | .02 | .01 | .09 | 1.25 | .21 | |
| D3 (not being able to communicate) | .01 | .01 | .07 | 0.99 | .33 | |
| (Constant) | 4.51 | .54 | — | 8.31 | <.001 | |
| Number of hours spent on a mobile phone | .04 | .05 | .05 | 0.76 | .45 | |
| Age | –.02 | .01 | –.09 | –1.70 | .09 | |
| Gender | .35 | .17 | .11 | 2.09 | .04 | |
| Schooling level | .12 | .10 | .06 | 1.20 | .23 | |
| D1 (not being able to access information) | .01 | .015 | .04 | 0.47 | .64 | |
| D2 (giving up convenience/losing connectedness) | –.001 | .01 | –.01 | –0.08 | .94 | |
| D3 (not being able to communicate) | .02 | .01 | .10 | 1.38 | .17 | |
aB: nonstandardized regression coefficient.
bBeta: standardized regression coefficient.
cNot applicable.
dD1: first dimension (not being able to access information).
eD2: second dimension (giving up convenience/losing connectedness).
fD3: third dimension (not being able to communicate).
Multivariate regression of maladaptive coping strategies scores and their association with nomophobia.
| Parameter | Nonstandardized coefficients | Standardized coefficient (betab) | T value | |||
| Ba | SD | |||||
| (Constant) | 4.37 | .46 | —c | 9.47 | <.001 | |
| Number of hours spent on a mobile phone | –.04 | .04 | –.05 | –0.92 | .36 | |
| Age | –.02 | .01 | –.10 | –1.95 | .05 | |
| Gender | –.24 | .14 | –.08 | –1.68 | .09 | |
| Schooling level | –.19 | .08 | –.11 | –2.26 | .03 | |
| D1d (not being able to access information) | –.01 | .01 | –.05 | –0.67 | .50 | |
| D2e (giving up convenience/losing connectedness) | .05 | .01 | .33 | 4.69 | <.001 | |
| D3f (not being able to communicate) | –.01 | .01 | –.07 | –0.94 | .35 | |
| (Constant) | 3.37 | .46 | — | 7.35 | <.001 | |
| Number of hours spent on a mobile phone | .03 | .04 | .04 | 0.74 | .46 | |
| Age | .000 | .01 | –.001 | –0.02 | .98 | |
| Gender | .12 | .14 | .04 | 0.83 | .41 | |
| Schooling level | –.29 | .08 | –.17 | –3.47 | .001 | |
| D1 (not being able to access information) | –.01 | .01 | –.05 | –0.72 | .47 | |
| D2 (giving up convenience/losing connectedness) | .05 | .01 | .30 | 4.40 | <.001 | |
| D3 (not being able to communicate) | –.01 | .01 | –.07 | –0.94 | .35 | |
| (Constant) | 4.92 | .48 | — | 10.21 | <.001 | |
| Number of hours spent on a mobile phone | .04 | .04 | .06 | 0.94 | .35 | |
| Age | –.01 | .01 | –.07 | –1.18 | .24 | |
| Gender | .13 | .15 | .05 | 0.89 | .37 | |
| Schooling level | .13 | .09 | .08 | 1.45 | .15 | |
| D1 (not being able to access information) | .02 | .01 | .10 | 1.29 | .20 | |
| D2 (giving up convenience/losing connectedness) | –.01 | .01 | –.07 | –1.01 | .31 | |
| D3 (not being able to communicate) | .01 | .01 | .06 | 0.89 | .38 | |
| (Constant) | 3.93 | .52 | — | 7.54 | <.001 | |
| Number of hours spent on a mobile phone | .07 | .04 | .09 | 1.60 | .11 | |
| Age | –.01 | .01 | –.06 | –1.07 | .29 | |
| Gender | .38 | .16 | .12 | 2.38 | .02 | |
| Schooling level | –.02 | .09 | –.01 | –0.18 | .86 | |
| D1 (not being able to access information) | .02 | .01 | .11 | 1.49 | .14 | |
| D2 (giving up convenience/losing connectedness) | –.01 | .01 | –.03 | –0.45 | .65 | |
| D3 (not being able to communicate) | .02 | .01 | .09 | 1.28 | .20 | |
| (Constant) | 2.39 | .39 | — | 6.08 | <.001 | |
| Number of hours spent on a mobile phone | .05 | .03 | .09 | 1.51 | .13 | |
| Age | .01 | .01 | .06 | 1.17 | .24 | |
| Gender | –.27 | .12 | –.11 | –2.21 | .03 | |
| Schooling level | .07 | .07 | .05 | 1.01 | .32 | |
| D1 (not being able to access information) | –.03 | .01 | –.20 | –2.56 | .01 | |
| D2 (giving up convenience/losing connectedness) | .03 | .01 | .23 | 3.18 | .002 | |
| D3 (not being able to communicate) | –.004 | .01 | –.04 | –0.50 | .62 | |
| (Constant) | 2.15 | .52 | — | 4.13 | <.001 | |
| Number of hours spent on a mobile phone | .02 | .04 | .02 | 0.40 | .69 | |
| Age | .01 | .01 | .07 | 1.23 | .22 | |
| Gender | .66 | .16 | .20 | 4.09 | <.001 | |
| Schooling level | .09 | .09 | .05 | 0.93 | .36 | |
| D1 (not being able to access information) | .03 | .01 | .15 | 2.04 | .04 | |
| D2 (giving up convenience/losing connectedness) | .01 | .01 | .07 | 1.06 | .29 | |
| D3 (not being able to communicate) | .01 | .01 | .06 | 0.80 | .43 | |
aB: nonstandardized regression coefficient.
bBeta: standardized regression coefficient.
cNot applicable.
dD1: first dimension (not being able to access information).
eD2: second dimension (giving up convenience/losing connectedness).
fD3: third dimension (not being able to communicate).