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Table 3 Phone Ownership: Results of Multivariate Analysis (N = 559)

From: A study of mobile phone use among patients with noncommunicable diseases in La Paz, Bolivia: implications for mHealth research and development

 

Owns Mobile Phone

Owns Smartphone*

 

OR (95 % CI)

p-value

OR (95 % CI)

p-value

Demographics

    

Age

 

0.02

 

0.03

 18–29

Ref

 

Ref

 

 30–49

0.57 (0.12, 2.72)

 

0.64 (0.30, 1.37)

 

 50–64

0.60 (0.12, 2.85)

 

0.30 (0.13, 0.72)

 

 65+

0.24 (0.05, 1.18)

 

0.31 (0.11, 0.90)

 

Gender

 

0.01

 

0.40

 Male

Ref

 

Ref

 

 Female

0.41 (0.22, 0.77)

 

1.29 (0.71, 2.34)

 

Indigenous language used at home

 

0.64

 

0.64

 Yes

0.87 (0.50, 1.54)

 

0.85 (0.42, 1.70)

 

 No

Ref

 

Ref

 

Health Literacya

 

<0.01

 

0.04

 Low

0.36 (0.20, 0.64)

 

0.40 (0.17, 0.94)

 

 High

Ref

 

Ref

 

Education in years

 

0.28

 

<0.01

 ≤6

Ref

 

Ref

 

 7–12

1.18 (0.64, 2.17)

 

1.00 (0.43, 2.35)

 

 >12

2.10 (0.85, 5.21)

 

2.90 (1.25, 6.71)

 

Health Status

    

Self-Reported Health

 

0.63

 

0.09

 G./V.G./Exc.b

Ref

 

Ref

 

 Poor or fair

1.15 (0.65, 2.05)

 

0.62 (0.35, 1.09)

 

Number of Self-Reported Chronic Conditions

 

0.21

 

0.61

 0

Ref

 

Ref

 

 1

0.47 (0.19, 1.17)

 

1.28 (0.64, 2.54)

 

 ≥2

0.46 (0.19, 1.12)

 

1.47 (0.68, 3.19)

 

Depressedc

 

0.71

 

0.10

 Yes

1.11 (0.64, 1.93)

 

1.60 (0.92, 2.80)

 

 No

Ref

 

Ref

 

Health Care Access

    

Cost-related access barrierd

 

0.84

 

0.10

 Yes

0.94 (0.55, 1.63)

 

0.61 (0.34, 1.10)

 

 No

Ref

 

Ref

 

Travel time to clinic in minutes

 

0.57

 

0.29

 0–29

Ref

 

Ref

 

 30–59

1.41 (0.74, 2.66)

 

0.75 (0.40, 1.39)

 

 ≥60

1.14 (0.58, 2.21)

 

0.56 (0.26, 1.19)

 
  1. *Reference group included those that did not have a smart phone or had no mobile phone at all. aDefined as not being able to read, frequently or always needing someone to help read papers from health center, frequently or always having problems understanding written medical instructions; bGood/Very Good/Excellent; cAs measured by a score of 3 or more on the PHQ-2 questionnaire; d“In the past year, did cost keep you from going to a clinic or hospital?”