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. 2018 Feb 7;15(2):288. doi: 10.3390/ijerph15020288

Table 2.

Themes 1 to 3 and subthemes together with summary of core findings related to general views and expectations for CO Smartphone Systems (CSSs) and their use.

Theme 1 CO Testing—General Views and Motivation to Use
1.1. General Views on CSSs
1.2. Motivation to use—a novel cessation aid
  • Potentially helpful at increasing motivation to quit and remain abstinent

  • Monitor and inform about health damages from smoking

  • A long-term companion through the smoking and quitting journeys

1.3. Motivation to use—other reasons
  • The ‘quantified self’

  • Opportunity to learn new things about oneself

  • Willingness to contribute to science

  • Tech gadget; something to show off with friends

1.3. Concerns over CSS
  • accuracy of CO testing and possibility to manipulate results

  • anxiety and worry over high results

  • annoyance and demotivation due to lack of sufficient progress

  • ‘moderate’ CO levels reassuring and permitting of continued smoking

Theme 2 Practicalities of CSS Use
2.1. Commercial use vs. use as part of study
  • study: acceptance to record personal details, share CO results, use CSS according to schedule

  • outside of the study: expectations to use ad libitum and anonymously

2.2. Smoking status and CO testing
  • preferences for testing: when the results is expected to be low vs. high

  • interest to test and record CO levels across a range of situations and smoking levels

2.3. Location of use
  • different preferences to use at home, in private vs. in front of friends and family vs. in public

2.4. Sharing the device
  • device is private, not to be shared, vs. interested to share with family and friends

2.5. Timing and duration of use
  • morning and evening most likely times for testing, especially for home-only testing

  • different preferences for duration of CSS use (only during a quit attempt vs. long term to document smoking and quitting journey)

2.6. Barriers to CSS use
  • annoyance or inconvenience of blowing into the device

  • annoyance or inconvenience of needing to connect the device to a phone

  • dislike for carrying around or displaying the cable

  • anticipated embarrassment to test in public

  • limited battery life

  • low relevance for light smokers or abstainers

Theme 3 Factors Potentially Affecting Preferences, Views and Engagement with CSSs
3.1. Smoking profile
  • patterns of smoking (regular vs. irregular)

  • perceived role of smoking (e.g., habit, mood regulation, socializing)

  • dependence levels

3.2. Barriers to quitting
  • motivation

  • self-efficacy and capability to remain abstinent, manage cravings

  • other concerns, e.g., weight gain

3.3. Views on, and plans for quitting
  • timing of a quit attempt (near vs. distant future)

  • preferred levels of support (e.g., assisted vs. unassisted)

  • approach to quitting (cutting down vs. abrupt cessation)

3.4. Prior experience with digital programs and user digital behaviors
  • preferences for features found and enjoyed in other apps

  • extending behaviors with other apps to other apps

3.5. Prior experience with CO testing