Subjective Methods | Objective Methods | ||||||||||
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Dimension | Questionnaires | Diaries and logs | Simple Pedometer | Time Series Pedometer | Accelerometer | Heart Rate Monitor | Combined heart rate and movement sensor | Direct Observation | Doubly labelled Water | Multi Sensor Monitors | GNSS Recievers |
Duration | ![]() |
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Intensity | ![]() |
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Maybe |
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Frequency | ![]() |
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Volume | ![]() |
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Maybe |
Total physical activity energy expenditure | ![]() |
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Type | ![]() |
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Maybe |
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Maybe |
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Timing of bouts of activity (i.e. pattern of activity) | ![]() |
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Domain | ![]() |
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Contextual information (e.g. location) | ![]() |
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Posture |
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Maybe |
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Sedentary behaviour |
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Consideration | |||||||||||
Number of participants | Small to large |
Small to large |
Small to large |
Small to large |
Small to large |
Small to large |
Small |
Small |
Small to large |
Small to large |
|
Relative monetary cost | Low |
Low |
Low |
Moderate |
Moderate |
Moderate |
High |
High |
Moderate |
Moderate |
|
Participant burden | Low |
High |
Low |
Low |
High with individual calibration |
High with individual calibration |
Low |
Low |
Low |
Moderate |
|
Researcher burden of data collection | Low |
Low |
Low |
Low |
High with individual calibration |
High with individual calibration |
High |
Low |
Low |
Low |
|
Researcher burden of data analysis | High if completed manually |
High if completed manually |
Low |
High |
High |
High |
High |
Moderate |
Low |
High |
|
Risk of reactivity biasĀ | No |
Yes |
Yes |
Yes |
Yes |
Yes |
Yes |
Depends on blinding |
Yes |
Yes |
|
Risk of recall bias | Yes |
Minimised if completed at time of consumption |
Yes |
No |
No |
No |
No |
No |
No |
No |
|
Risk of social desirability bias | Yes |
Yes |
Yes |
No |
No |
No |
No |
No |
No |
No |
|
Risk of observer biasĀ | When interview is used |
No |
No |
No |
No |
No |
Yes |
No |
No |
No |
|
Participant literacy required | When self-administered |
Yes |
No |
No |
No |
No |
No |
No |
No |
No |
|
Cognitively demanding | Yes |
Yes |
No |
No |
No |
No |
No |
No |
No |
No |