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Abstract
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<h5 class="section-title" id="d1815532e335">Question</h5>
<p id="d1815532e337">Is frequent use of modern digital media platforms, such as social
media, associated
with occurrence of ADHD symptoms during adolescence?
</p>
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<h5 class="section-title" id="d1815532e340">Findings</h5>
<p id="d1815532e342">In this longitudinal cohort survey study of adolescents aged
15 and 16 years at baseline
and without symptoms of ADHD, there was a significant association between higher frequency
of modern digital media use and subsequent symptoms of ADHD over a 24-month follow-up
(odds ratio, 1.11 per additional digital media activity).
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<h5 class="section-title" id="d1815532e345">Meaning</h5>
<p id="d1815532e347">More frequent use of digital media may be associated with development
of ADHD symptoms;
further research is needed to assess whether this association is causal.
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<h5 class="section-title" id="d1815532e351">Importance</h5>
<p id="d1815532e353">Modern digital platforms are easily accessible and intensely
stimulating; it is unknown
whether frequent use of digital media may be associated with symptoms of attention-deficit/hyperactivity
disorder (ADHD).
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<h5 class="section-title" id="d1815532e356">Objective</h5>
<p id="d1815532e358">To determine whether the frequency of using digital media among
15- and 16-year-olds
without significant ADHD symptoms is associated with subsequent occurrence of ADHD
symptoms during a 24-month follow-up.
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<h5 class="section-title" id="d1815532e361">Design, Setting, and Participants</h5>
<p id="d1815532e363">Longitudinal cohort of students in 10 Los Angeles County, California,
high schools
recruited through convenience sampling. Baseline and 6-, 12-, 18-, and 24-month follow-up
surveys were administered from September 2014 (10th grade) to December 2016 (12th
grade). Of 4100 eligible students, 3051 10th-graders (74%) were surveyed at the baseline
assessment.
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<h5 class="section-title" id="d1815532e366">Exposures</h5>
<p id="d1815532e368">Self-reported use of 14 different modern digital media activities
at a high-frequency
rate over the preceding week was defined as many times a day (yes/no) and was summed
in a cumulative index (range, 0-14).
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<h5 class="section-title" id="d1815532e371">Main Outcomes and Measures</h5>
<p id="d1815532e373">Self-rated frequency of 18 ADHD symptoms (never/rare, sometimes,
often, very often)
in the 6 months preceding the survey. The total numbers of 9 inattentive symptoms
(range, 0-9) and 9 hyperactive-impulsive symptoms (range, 0-9) that students rated
as experiencing often or very often were calculated. Students who had reported experiencing
often or very often 6 or more symptoms in either category were classified as being
ADHD symptom-positive.
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<h5 class="section-title" id="d1815532e376">Results</h5>
<p id="d1815532e378">Among the 2587 adolescents (63% eligible students; 54.4% girls;
mean [SD] age 15.5
years [0.5 years]) who did not have significant symptoms of ADHD at baseline, the
median follow-up was 22.6 months (interquartile range [IQR], 21.8-23.0, months). The
mean (SD) number of baseline digital media activities used at a high-frequency rate
was 3.62 (3.30); 1398 students (54.1%) indicated high frequency of checking social
media (95% CI, 52.1%-56.0%), which was the most common media activity. High-frequency
engagement in each additional digital media activity at baseline was associated with
a significantly higher odds of having symptoms of ADHD across follow-ups (OR, 1.11;
95% CI, 1.06-1.16). This association persisted after covariate adjustment (OR, 1.10;
95% CI, 1.05-1.15). The 495 students who reported no high-frequency media use at baseline
had a 4.6% mean rate of having ADHD symptoms across follow-ups vs 9.5% among the 114
who reported 7 high-frequency activities (difference; 4.9%; 95% CI, 2.5%-7.3%) and
vs 10.5% among the 51 students who reported 14 high-frequency activities (difference,
5.9%; 95% CI, 2.6%-9.2%).
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<h5 class="section-title" id="d1815532e381">Conclusions and Relevance</h5>
<p id="d1815532e383">Among adolescents followed up over 2 years, there was a statistically
significant
but modest association between higher frequency of digital media use and subsequent
symptoms of ADHD. Further research is needed to determine whether this association
is causal.
</p>
</div><p class="first" id="d1815532e386">This 24-month cohort study tracks high school
students in Los Angeles County, California,
who were not initially assessed as having ADHD symptoms to compare frequency of use
of digital media platforms with experiencing ADHD symptoms.
</p>
Magnetic resonance imaging (MRI) provides accurate anatomical brain images without the use of ionizing radiation, allowing longitudinal studies of brain morphometry during adolescent development. Results from an ongoing brain imaging project being conducted at the Child Psychiatry Branch of the National Institute of Mental Health indicate dynamic changes in brain anatomy throughout adolescence. White matter increases in a roughly linear pattern, with minor differences in slope in the four major lobes (frontal, parietal, temporal, occipital). Cortical gray matter follows an inverted U-shape developmental course with greater regional variation than white matter. For instance, frontal gray matter volume peaks at about age 11.0 years in girls and 12.1 years in boys, whereas temporal gray matter volume peaks at about age at 16.7 years in girls and 16.2 years in boys. The dorsal lateral prefrontal cortex, important for controlling impulses, is among the latest brain regions to mature without reaching adult dimensions until the early 20s. The details of the relationships between anatomical changes and behavioral changes, and the forces that influence brain development, have not been well established and remain a prominent goal of ongoing investigations.
To: (1) determine the association between Internet addiction and depression, self-reported symptoms of attention deficit and hyperactivity disorder (ADHD), social phobia, and hostility for adolescents; and (2) evaluate the sex differences of association between Internet addiction and the above-mentioned psychiatric symptoms among adolescents. A total of 2114 students (1204 male and 910 female) were recruited for the study. Internet addiction, symptoms of ADHD, depression, social phobia, and hostility were evaluated by the self-report questionnaire. The results demonstrated that adolescents with Internet addiction had higher ADHD symptoms, depression, social phobia, and hostility. Higher ADHD symptoms, depression, and hostility are associated with Internet addiction in male adolescents, and only higher ADHD symptoms and depression are associated with Internet addiction in female students. These results suggest that Internet addiction is associated with symptoms of ADHD and depressive disorders. However, hostility was associated with Internet addiction only in males. Effective evaluation of, and treatment for ADHD and depressive disorders are required for adolescents with Internet addiction. More attention should be paid to male adolescents with high hostility in intervention of Internet addiction.
Attention-deficit/hyperactivity disorder (ADHD) is now recognized to occur in adulthood and is associated with a range of negative outcomes. However, less is known about the prospective course of ADHD into adulthood, the risk factors for its persistence, and the possibility of its emergence in young adulthood in nonclinical populations.
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