A pretest and posttest design with follow-up was used in this study to evaluate the impact of a cognitive-behavioral group therapy (CBGT) program on reducing levels of IA and depression, anxiety, and stress in undergraduate nursing students between September 1, 2022, and February 15, 2023. The data were collected from 60 students from a convenience sample through a recruitment advertisement distributed at the Higher Institute of Nursing Professions and Health Techniques of Tetouan, located in northern Morocco. Initially, 65 individuals enrolled in the CBGT program. Of these students, 5 were excluded because they were undergoing antidepressant treatment. Excel’s RAND function was used to randomly assign these participants to the intervention and control groups which resulted in a random order based on a 1:1 allocation. In effect, 30 participants were in a control group and 30 participants in an intervention group.
To be included in this study, the participants had to be students enrolled in the undergraduate nursing program, have a diagnosis of IA, and have symptoms of depression, anxiety, and stress as determined by the Internet Addiction Test (IAT) and the Depression, Anxiety, and Stress Scale-21 items (DASS-21), be able to communicate in a group setting, agree to participate voluntarily in all training sessions. Excluded from the study were all subjects with severe psychiatric and/or physical disorders, including psychotic disorders, borderline or antisocial personality disorders, and substance use disorders, in addition to those undergoing psychopharmacological or psychotherapeutic treatment.
Students in the control group did not participate in this training; however, they did attend a 1-hour awareness session in which the researchers explained the purpose of the study while promising that they would receive the same CBT training at the end of the study if this intervention produced positive results with the experimental group.
The sample size was calculated with the multivariate analysis of the covariance (MANCOVA) method (
21). Considering a significance level of α = 0.05, an expected large effect size is η
2 = 0.12, with a statistical power of 0.92. This sample size was quite sufficient to perform a meaningful statistical analysis.
Before the training program began, a pretest was conducted in both groups. Then, eight CBT training sessions were provided for the experimental group by an experienced psychiatrist-psychotherapist with a doctorate in psychiatry and another doctorate in applied psychology for one 2-hour session per week, supplemented by 30 minutes of daily home exercises. This training program was designed to help nursing students limit their IA by reducing levels of depression, anxiety, and stress. The design of the training was derived from the data collected from the literature and the synthesis of some previous studies based on the cognitive-behavioral model (
22,
23). The content of this program included cognitive restructuring, virtual exposure, mindfulness meditation, relationship skill development, activity planning, and relaxation techniques. The following exercises are offered:
Cognitive restructuring: The psychotherapist asks students to recall situations during their training where they have abused the Internet and experienced feelings of depression accompanied by feelings of disempowerment and stress while sharing this situation with them. Sharing these experiences allows students to (1) identify erroneous and inappropriate thinking patterns and develop new principles of therapeutic thinking in problematic situations and moderation and controlled use of the Internet; and (2) as a group discussion to feel a sense of belonging and socialization and to learn from the experiences of others.
Virtual exposure: The therapist asked the students to meet in groups of 4 - 5 individuals. The therapist showed them different videos and situations of individuals who use the Internet for long periods of time and show symptoms of anxiety, isolation, sleep disturbances, mood lability, body neglect, and episodes of agitation. Moreover, other videos showed students engaged in sports activities and group travel with complete satisfaction and happiness. He then asked students to analyze and comment on these situations. This strategy involves repeatedly exposing students to the problem and making them aware of the risks of this behavioral addiction and the benefits of self-awareness and valuing interpersonal relationships in reality. Through systematic exposure to similar situations, awareness levels become higher, leading students to adopt a healthy lifestyle and reduce feelings of depression, anxiety, and stress.
Mindfulness meditation: The therapist invites the students to sit comfortably in an extremely quiet space without distractions and asks them to breathe deeply through their noses while closing their eyes. While breathing, he asks them to focus on their breathing and control it for 5 minutes. Through this technique, students focus on the present moment, which increases their ability to manage distressing emotions and overcome cognitive and emotional difficulties.
Relationship skills training: The therapist began by providing a thorough diagnosis of the students’ interpersonal difficulties, including the fact that Internet users prefer isolation and virtual relationships and have difficulty making physical contact and social connections. He then addressed social skills training through role-playing. These exercises allowed the therapist to give immediate feedback to the students so that they could correct any mistakes they made.
Planning activities: The therapist invited the students to identify the negative behaviors and thoughts caused by their ongoing exposure to the Internet and the ineffective coping strategies they used to deal with them. Next, the therapist encouraged the students to implement a daily program aimed at reintegrating meaningful activities into their daily lives, including hiking or volunteering in humanitarian organizations. He also suggested that the students keep a detailed weekly journal of these activities and record their feelings of happiness related to these activities so that the therapist could then identify the missing elements in their daily program.
Relaxation preparation: The therapist asks the students to place themselves in a comfortable relaxation position and immerse themselves in progressive relaxation with relaxing oriental music. The psychotherapist uses spoken words to guide them to focus on all parts of the body, from head to toe, in a rotating manner.
During the final training session, students in the intervention and control groups were asked to complete post-test questionnaires. In addition, as part of the control and follow-up, the students in the intervention group were reassessed 3 months after the end of the CBGT training to see if the results obtained were maintained over time.
The Director of the Higher Institute of Nursing Professions and Health Techniques approved this study. Informed consent was obtained from all the students who voluntarily agreed to participate. No personal information was collected from participants, and all the data collected remained confidential. In addition, the researchers assured participants that participation was voluntary and that they could withdraw from the study at any time without any negative consequences.
The following instruments were used in this study:
3.1. Internet Addiction Test
This is the most widely used measurement instrument in the world (
24,
25). In this study, the Arabic version of the IAT (
26) was used to assess the degree of IA of nursing students on a 6-point Likert scale, with a total score ranging from 0 to 100. According to the manual, scores between 0 and 30 reflect a normal level of Internet use; scores between 31 and 49 indicate the presence of a mild level of IA; scores between 50 and 79 reflect the presence of a moderate level, and scores between 80 and 100 indicate severe IA (
2). The psychometric properties of the 20-item scale in the Arabic context, designed as a unidimensional instrument, were deemed appropriate (
26). In the present study, Cronbach’s alpha of the online application of the one-item IAT was 0.912.
3.2. Depression, Anxiety, and Stress Scale-21 Items
The psychological symptoms of depression, anxiety, and stress were measured with the Arabic version of the DASS-21 (
27). This scale contains 21 items divided into three domains, including depression (3, 5, 10, 13, 16, 17, 21), anxiety (2, 4, 7, 9, 15, 19, 20), and stress (1, 6, 8, 11, 12, 14, 18). Respondents rate the level of symptoms experienced in the past week on a 3-point Likert scale, ranging from 0 (does not apply to me at all) to 3 (applies to me often or most of the time). Total scores for each item ranged from 0 to 42, with a higher score indicating a greater degree of psychological suffering.
Depression levels were defined as normal (0 - 9), mild (10 - 13), moderate (14 - 20), severe (21 - 27), and extremely severe (> 27). Anxiety levels were defined as normal (0 - 7), mild (8 - 9), moderate (10 - 14), severe (15 - 19), and extremely severe (> 19). Stress levels were defined as normal (0 - 14), mild (15 - 18), moderate (19 - 25), severe (26 - 33), and extremely severe (> 33). The DASS-21 had excellent reliability in all three domains of depression (α = 0.95), anxiety (α = 0.96), and stress (α = 0.94). In the present study, Cronbach’s alpha of the scale was 0.97.
3.3. Demographic Questionnaire
Personal data were collected from the demographic questionnaire completed by the nursing students, including age, gender, specialty, and level of education. Statistical tests used in this study included descriptive statistics, such as number (No), percentage (%), mean, and standard deviation (SD), to analyze group characteristics and study variables. Pearson’s correlation was used to determine correlations between the IAT and DASS-21 domains. An analysis of covariance (ANCOVA) was applied to test the effects of the intervention, using the baseline scores of the two groups as input covariates. First, the ANCOVA assumptions were tested for the scores of each item. If the interaction coefficient was P > 0.05 for the baseline scores of the intervention group, ANCOVA was applied, and if the interaction coefficient was P < 0.05, ANCOVA was considered inappropriate. To investigate the follow-up effects of the intervention program, one-factor analysis of variance with repeated measures was performed at three points of time (i.e., preintervention, postintervention, and 1 month later, respectively) in the two groups. A Bonferroni multiple test was performed for the comparisons of items with significant effects. A significance level of P < 0.05 was used in all analyses. The data were analyzed using SPSS software version 23.0 (Armonk, NY: IBM Corp.).