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. 2023 Aug 8;23:1502. doi: 10.1186/s12889-023-16212-7

Table 2.

Risk factors' pooled analysis and level of evidence

Risk factors Number of included studies Pooled effects Level of evidence
0)
OR[95%CI]
P value I2
Improper use of the pillow 3 2.20 [1.39, 3.48] 0.0008 66% Strong
Lack of exercise 5 1.88 [1.53, 2.30]  < 0.00001 0% Strong
Improper sitting posture 7 1.97 [1.39, 2.78] 0.0001 78% Strong
History of neck and shoulder trauma 8 2.32 [1.79, 3.01]  < 0.00001 22% Strong
Senior grade 5 2.86 [2.07, 3.95]  < 0.00001 5% Strong
Staying up late 6 1.80 [1.35, 2.41]  < 0.0001 55% Strong
Long-time electronic product usage per day 11 1.53 [1.33, 1.76]  < 0.00001 78% Strong
Long-time to bow head 10 2.04 [1.58, 2.64]  < 0.00001 82% Strong
High stress 4 1.61 [1.02, 2.52] 0.04 88% Moderate
Emotional problems 5 2.09 [1.66, 2.63]  < 0.00001 0% Strong
Female gender 3 1.69 [1.52, 1.87]  < 0.00001 0% Moderate