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Table 1 Variable assignments for environmental factors related to myopia

From: Study of myopia progression and risk factors in Hubei children aged 7–10 years using machine learning: a longitudinal cohort

Variable

0

1

2

3

Duration of reading and writing each day

<1 h

1 ~ 2 h

2 ~ 3 h

≥ 3 h

Parents’ education level

Junior middle school equivalent or less

Senior middle school equivalent (Technical school)

Undergraduate degree (Junior college/college)

Postgraduate degree (Masters, PhD)

Duration of electronic devices

<1 h

1 ~ 2 h

2 ~ 3 h

≥ 3 h

Duration of outdoor activity each day

<1 h

1 ~ 2 h

2 ~ 3 h

≥ 3 h

Most frequently used electrical device

television

computer

phone

tablet

Whether to rest after a period of continuous reading

no

yes

  

Whether to check vision every six months

no

yes

  

Parents’ knowledge of vision care

Exactly not

A little

Some

Very well

Supervision of children’s vision protection

never

sometimes

often

always

Whether to wear glasses for children after myopia

no

yes

  

Parents’ awareness of the hazards of myopia

light

moderate

heavy

severe

Whether the child piddle

no

yes

  

Frequency of eating sweets or carbonated beverages

never

once or twice a week

3 ~ 5 times a week

Every day