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Table 1 Behavioral, Psychosocial, and Environmental Predictors and Related Assessment Methods

From: Multi-sensor ecological momentary assessment of behavioral and psychosocial predictors of weight loss following bariatric surgery: study protocol for a multicenter prospective longitudinal evaluation

Predictor

Assessment Method

Physical activity

 Level (light-vigorous), duration

ActiGraph Link

 Total & active energy expenditure (kcal/d)

ActiGraph Link

 Steps and total distance/day

ActiGraph Link

 Types of PA

EMA

 PA barriers and intentions

EMA

Sedentary behavior

 Total minutes/day and % time

ActiGraph Link

 Types of sedentary behavior

EMA

Eating behavior

 Frequency, timing, duration, rate, and volume

Bite Counter

 Total energy intake, diet composition, & quality

Dietary Recall

 Hunger and satiety

EMA

 Appetite/motivation to eat

EMA

 Binge eating & loss of control

EMA

 Planned eating

EMA

 Grazing

EMA

 Dietary restraint and disinhibition

EMA

Behavioral complications

EMA

Sleep habits (total time and efficiency)

ActiGraph Link

Other adherence behaviors

 Self-weighing

EMA

 Attendance at clinical follow-ups

Chart Review

 Adherence to medications/vitamins

EMA

Psychosocial factors

 Mood, stress, energy, fatigue

EMA

 Health locus of control

EMA

 Social support

EMA

 Outcomes expectations

Questionnaires

 Bariatric surgery motivation & satisfaction

Questionnaires

 Understanding of behavioral recommendations

Questionnaires

Environmental factors

 Exposure to and availability of palatable foods

EMA

 Cues for eating, activity, and sedentariness

EMA

 Eating location/setting & behavior/proximity of others

EMA