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. 2022 Dec 23;24(Suppl 1):S13–S35. doi: 10.1093/pm/pnac196

Table 3.

Affiliation of data elements and model domains

ADEs
Cluster 1—Psychological Attributes
PAIN BELIEFS
  • BMQ—Beliefs about Medicine Questionnaire

  • Treatment Satisfaction Survey

Fear avoidance
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire (assesses psychological yellow flags)

  • FABQ—Fear-Avoidance Beliefs Questionnaire

  • BBQ—Back Belief Questionnaire

  • Bac-PAQ—Back-Pain Attitudes Questionnaire

  • LBP-TBQ—Low Back Pain Treatment Beliefs Questionnaire

  • TSK—Tampa Scale for Kinesiophobia (fear of movement)

  • PIPS—Psychological Inflexibility Pain Scale

  • OMPSQ—Orebro Musculoskeletal Pain Screening Questionnaire

  • FPQ—Fear of Pain Questionnaire

Catastrophizing
  • PCS—Pain Catastrophizing Scale

  • SBT—Keele Start Back Tool

Pain beliefs
  • PBPI—Pain Beliefs and Perception Inventory

  • PSEQ—Pain Self-Efficacy Beliefs Questionnaire

  • PBSI—Pain Belief Screening Instrument

  • GSE—Generalized Self-Efficacy Scale

  • IPQ—Illness Perception Questionnaire

  • SOPA—Survey of Pain Attitudes

Patient expectations CEQ—Credibility/Expectancy Questionnaire
COPING SKILLS
Coping strategies / reaction to pain
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • CPCI—Chronic Pain Coping Inventory

  • HKF-R 10

  • INTERMED

  • PPS—LBP Patient Perception Scale

  • VPMI—Vanderbilt Pain Management Inventory

  • CSQ—Coping Strategies Questionnaire

  • PROMIS-29

  • PCS—Pain Catastrophizing Scale

Emotional support system / psychosocial aspects
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • CPCI—Chronic Pain Coping Inventory

  • VDPQ—Vermont Disability Prediction Questionnaire

  • ERQ—Emotional Regulations Questionnaire

Stress PSS—Perceived Stress Scale
Coping PSEQ—Pain Self-Efficacy Questionnaire (assesses confidence in continuing activities in spite of pain; self-efficacy, pain-related coping strategies)
Acceptance
  • CPAQ—Chronic Pain Acceptance Questionnaire (activity engagement, pain willingness)

  • AAQ-II—Acceptance and Action Questionnaire

AFFECTIVE STATE
Depression
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • HKF-R 10

  • CES-D—Center for Epidemiologic Studies Depression Scale Questionnaire

  • PHQ-9, PHQ-4—Patient Health Questionnaire

  • PROMIS-4

  • DASS-21—Depression, Anxiety, and Stress Scale-21

  • OMPQ—Orebro Musculoskeletal Pain Questionnaire

Anxiety
  • HADS—Hospital Anxiety and Depression Scale (state of depression and anxiety)

  • STAI—State Trait Anxiety Inventory

  • SCL-90-R—Revised symptom checklist 90 questionnaire (somatization, obsessive-compulsive disorder, depression)

  • GAD-7—Generalized Anxiety Disorder Scale

  • PROMIS-4

  • SBT—Keele Start Back Tool

Pain somatization SSI—Symptom Severity Index
Positive affect
  • POS—HEAL Positive Outlook Questionnaire

  • PANAS-SF—Positive and Negative Affect Schedule

PERSONALITY TRAITS
  • NEO-PI R—Revised Neuroticism-Extraversion-Openness Personality Inventory

  • TSK—Tampa Scale or Kinesiophobia (fear of movement and re-injury)

  • HADS—Hospital Anxiety and Depression Scale (state of depression and anxiety)

  • State-Trait Anxiety Inventory

  • STAI -Y2—Trait Anxiety Score

  • IPIP-NEO—International Personality Item Pool Representation (five factors: extraversion, neuroticism, agreeableness, conscientiousness, openness to experience)

  • LOT-R—Life Orientation Test (measure of optimism)

  • ERQ—Emotional Regulations Questionnaire

PSYCHOLOGICAL RESOURCES
Negative psychological state
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • HFK-R 10

  • INTERMED

  • PPS—LBP Patient Perception Scale

Mindfulness FFMQ—Five-Facet Mindfulness Questionnaire
Cluster 2—Biomechanical Attributes
PHYSICAL ACTIVITY
Physical functioning / activities of daily living
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • CPCI—Chronic Pain Coping Inventory

  • PPS—LBP Patient Perception Scale

  • GPAQ—General Physical Activity Questionnaire

  • PARS—Physical Activity Rating Scale

  • 7-Day Physical Activity Recall Questionnaire

  • Baecke Physical Activity Questionnaire

  • Treadmill, bicycle test

Real-world measurements
  • Actigraphy

  • Accelerometry

  • Physical activity diary

  • Pedometer

  • Vo 2

SENSORIMOTOR CONTROL
  • APAs—anticipatory Postural Adjustments

  • CPAs—compensatory Postural Adjustments

  • Standing static balance

  • EMG—trunk muscle activity patterns during gait

  • AJRS—active joint repositioning sense

  • PJRS—passive joint repositioning sense

  • JRE—Joint Repositioning Error

  • TTDPM—Threshold to Detection of Passive Motion

  • RE—Lumbar repositioning error

  • Lumbar multifidus thickness and cross-sectional area (CSA)

LOAD, OCCUPATION
  • VDPQ—Vermont Disability Prediction Questionnaire

  • MFI—Multidimensional Fatigue Inventory

  • ALBPSQ—Acute Low Back Screening Questionnaire

TISSUE TOLERANCE
  • MRI—magnetic resonance Imaging

  • X-ray

  • DEXA—dual x-ray absorptiometry

Cluster 3—Societal Attributes
SOCIODEMOGRAPHICS
Sociodemographic factors
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • OMPQ—Orebro Musculoskeletal Pain Questionnaire

  • Linton Screening Questionnaire for Predicting Outcome in Acute and Subacute Back Pain

  • VDPQ—Vermont Disability Prediction Questionnaire

  • HKF-R 10

Emotional and social support systems
  • ALBPSQ—Acute Low Back Screening Questionnaire

  • CPCI—Chronic Pain Coping Inventory

  • VDPQ—Vermont Disability Prediction Questionnaire

OCCUPATION
Work characteristics and work-related attitudes
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • VDPQ—Vermont Disability Prediction Questionnaire

  • SQ—Absenteeism Screening Questionnaire

Fatigue MFI—Multidimensional Fatigue Inventory (measures five dimensions: general, physical, motivation, activity, mental)
PERSONAL/MEDICAL HISTORY
  • COPCs—Chronic Overlapping Pain Condition Screener

  • SF-36—Rand Medical Outcomes 36-Item Short Form Survey Instrument (general health-related quality of life)

  • EuroQOL—General Health

  • SBT—Keele Start Back Tool

  • Mancuso (expectations about symptom relief, return to function, improved psychological well-being after spine surgery)

  • MSPQ—Medicare Secondary Payor Questionnaire

  • HKF-R 10

  • VDPQ—Vermont Disability Prediction Questionnaire

  • INTERMED Questionnaire

  • Elixhauser Comorbidity Index

  • PRICE—Pain Recovery Inventory of Concerns and Expectations

  • CCI—Charlson Comorbidity Index

  • COMM—Current Opioid Misuse Measure

  • QTFC—Quebec Task Force Classification

  • SFI—Sciatica Frequency Index

  • SOAPP—Screener and Opioid Assessment for Patients in Pain

  • TLFB—Timeline Followback

  • PC-PTSD-5—Primary Care PTSD Screen

Cluster 4—Systemic Attributes
INFLAMMATION
  • NHANES IBP/SpA instrument

  • MIL—Mechanical and Inflammatory Low Back Pain Index

  • Blood biomarkers

  • Imaging biomarkers

  • Modic changes

Cluster 5—Familial Attributes
GENETICS Biosample analysis
DEMOGRAPHICS Demographic questionnaires
Cluster 6—Central Schema Attributes
ANATOMY MRI—magnetic resonance imaging
X-ray
PERIPHERAL STIMULUS
  • Provocative/analgesic injections

  • MRI—magnetic resonance imaging

  • Pain diagrams, maps, location

NOCICEPTION AND NEUROPATHIC PAIN
  • PDQ—PainDETECT questionnaire

  • NPQ—Neuropathic Pain Questionnaire

  • LANSS—Leeds Assessment of Neuropathic Symptoms & Signs

  • DN4—Douleur neuropathique 4

  • StEP—Standardized Evaluation of Pain

CENTRAL PAIN PROCESSING
  • QST—quantitative sensory testing

  • fMRI—functional magnetic resonance imaging

  • MRI—brain anatomy; gray and white matter areas; functional connectivity (brain activity)

  • EEG—functional brain alterations

PAIN PERCEPTION
Aspects of pain
  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • HKF-R 10

  • INTERMED Questionnaire

  • PPS—LBP Pain Perception Scale

  • VDPQ—Vermont Disability Prediction Questionnaire

  • NRS/NPRS—numeric rating scale for pain

  • MPQ—McGill Pain Questionnaire (multidimensional measure of pain)

  • MAIA—Multidimensional Assessment of Interoceptive Awareness

  • IPQ—Illness Perception Questionnaire

  • Pain body map

PAIN EXPERIENCE
Pain intensity
  • NRS—numeric rating scale

  • SF36—Bodily Pain Scale

  • LBPRS—Low Back Pain Rating Scale

  • PROMIS-29

  • SF-MPQ—Short-form McGill Pain Questionnaire

  • MDS—Minimum Data Set (indicator of persistent pain)

  • VAS—visual analog scale

  • Graded Chronic Pain Scale

  • Descriptor Differential Scale

Pain experience
  • MPI—Multidimensional Pain Inventory (severity, interference, life control, affective distress)

  • PGRC—Pain Global Rating of Change (overall impression of change in patient’s pain)

  • QTFC—Quebec Back Pain Disability Scale

  • SFI—Sciatica Frequency Index

Cognitive fatigue
  • FSMC—Fatigue Scale for Motor and Cognitive Functions

  • SF36—Energy/Fatigue subscale

  • MFI—Multidimensional Fatigue Inventory (measures five dimensions: general, physical, motivation, activity, mental)

  • SSI—Symptom Severity Index (scores problems with fatigue, cognitive dysfunction, unrefreshed sleep)

Pain location/duration
  • Body map

  • WPI—Widespread Pain Index (pain in 19 body regions)

FUNCTIONAL CONSEQUENCE
Disability
  • ODI—Oswestry Disability Index Questionnaire (assesses pain-related disability)

  • Quebec Back Pain Disability Scale (measures level of functional disability)

  • RMDQ—Roland-Morris Disability Questionnaire (pain-specific measure of physical disability)

  • WDI—Waddell Disability Index (assesses basic physical activities of daily living commonly restricted by low back pain)

  • SF-36 (eight domains of general health)

  • SF-12 (shortened form of SF-36 quality-of-life measure)

  • LBPRS—Low Back Pain Rating Scale

  • DPQ—Dallas Score (how chronic pain affects activities of daily living)

  • PBFS—Back Pain Functional Scale

  • PROMIS-29

  • GCPS—Graded Chronic Pain Scale

  • ISS—Impact Stratification Score (based on nine items from PROMIS 29)

  • SBT—Keele Start Back Tool

  • SOSG—Spine Oncology Study Group Outcomes Questionnaire

  • EQ-5D (five dimensions of quality of life: mobility, self-care, usual activities, pain/discomfort, anxiety/depression)

  • Hannover Functional Ability Questionnaire

  • QTEC—Quebec Back Pain Disability Scale

Functional capacity tests
  • PILE—Progressive Isoinertial Lifting Evaluation

  • TUG—Timed up and go

  • Gait speed test

Pain interference
  • PEG—Pain Intensity, interference with enjoyment of life, and interference with general activity

  • BPI—Brief Pain Inventory (extent to which pain interferes with activities of daily living)

Physical functioning
  • CIRS—Cumulative Illness Rating Scale

  • CPG—Chronic Pain Guide questionnaire (intensity and disability)

  • FMI—Functional Morbidity Index (ability to perform activities of daily living)

  • ALBPSQ—Acute Low Back Pain Screening Questionnaire

  • CPCI—Chronic Pain Coping Inventory

  • PPS—LBP Patient Perception Scale

  • PGIC—Patient Global Impression of Change