Table 1

Comparison of the refined framework, closed sort task, and open sort task groupings
Refined framework domain name and constructs (* = new domain) Closed Sort Task construct groups (constructs achieving p < .05a; in order of confidence rating high – low) Open Sort Task construct clusters (constructs in order of s(i) values decreasing;italics= constructs with silhouette value < .25)
1. Knowledge
Knowledge (including knowledge of condition /scientific rationale) Knowledge (including knowledge of condition /scientific rationale) -No cluster representing Knowledge-
Procedural knowledge Procedural knowledge
Knowledge of task environment Knowledge of task environment
2. Skills
Skills Skills Competence
Skills development Skills development Skills
Competence Competence Skill assessment
Ability Ability Ability
Interpersonal skills Interpersonal skills Interpersonal skills
Practice Practice Skills development
Skill assessment Skill assessment Procedural knowledge
3. Social/ Professional Role and Identity
Professional identity Professional identity Organisational development
Professional role Professional role Organisational culture / climate
Social identity Social identity Management commitment
Identity Identity Professional role
Professional boundaries Professional boundaries Crew resource management
Professional confidence Professional confidence Leadership
Group identity Leadership Change management
Leadership Group identity Professional boundaries
Organisational commitment Organisational commitment Organisational commitment
Supervision
Professional identity
Project management
Champions / To champion
Team working
Power
Hierarchy
4. Beliefs about Capabilities
Self-confidence Self-confidence Self-efficacy
Perceived competence Perceived competence Perceived competence
Self-efficacy Self-efficacy Self-confidence
Perceived behavioural control Perceived behavioural control Perceived behavioural control
Beliefs Self-esteem Professional confidence
Self-esteem Beliefs Self-esteem
Empowerment Empowerment
Professional confidence Professional confidence
5. Optimism*
Optimism Optimism
Pessimism Pessimism
Unrealistic optimism Unrealistic optimism
Identity Identity
Mindsets
6. Beliefs about Consequences
Outcome expectancies Outcome expectancies Beliefs
Chars. of outcome expectancies b Chars. of outcome expectancies b Attitudes
Beliefs Beliefs Outcome expectancies
Anticipated regret Anticipated regret Chars. of outcome expectancies b
Consequents Consequents Illness representations
7. Reinforcement *
Rewards (proximal/distal, valued/not valued, probable/improbable) Rewards (proximal/distal, valued/not valued, probable/improbable)
Incentives Incentives
Punishment Punishment
Consequents Sanctions
Reinforcement Contingencies
Contingencies Reinforcement
Sanctions Consequents
8. Intentions*
Stability of intentions Goals (autonomous, controlled) Stability of intentions
Stages of change model Intrinsic motivation Stages of change model
Trans. model/stages of change b Goal target /setting Trans. model/stages of change b
Distal and proximal goals Certainty of intentions
Goal priority Intention
Intention Commitment
Stability of intentions Intrinsic motivation
Certainty of intentions Mods. of the intention-behaviour gapb
9. Goals*
Goals (distal / proximal) Goal target/ setting
Goal priority Goals (distal / proximal)
Goal / target setting Goal priority
Goals (autonomous / controlled) Goals (autonomous / controlled)
Action planning Action planning
Implementation intention Implementation intention
Representation of tasks
10. Memory, Attention and Decision Processes
Memory Memory Memory
Attention Attention Attention control
Attention control Attention control Attention
Decision making Decision making Decision making
Cognitive overload / tiredness Cognitive overload / tiredness Appraisal
Schemas
Cognitive overload / tiredness
11. Environmental Context and Resources
Environmental stressors Environmental stressors Conflict-comp. demands, conf. rolesb
Resources / material resources Resources / material resources Barriers and facilitators
Barriers and facilitators Barriers and facilitators Environmental stressors
Organisational culture /climate Organisational culture climate Knowledge of task environment
Person x environment interaction Person x environment interaction Person x environment interaction
Salient events / critical incidents Salient events / critical incidents Control of behaviour, material and social environment
Knowledge
Empowerment
Negotiation
Anticipated regret
Threat
Past behaviour
12. Social Influences
Social pressure Social pressure Group norms
Social norms Social norms Group conformity
Group conformity Group conformity Group identity
Social comparisons Social comparisons Social pressure
Group norms Group norms Social norms
Social support Social support Social support
Intergroup conflict Intergroup conflict Alienation
Power Power Social comparisons
Group identity Group identity Intergroup conflict
Alienation Alienation Social identity
Modelling Modelling
13. Emotion
Anxiety Anxiety Anxiety
Fear Fear Depression
Affect Affect Positive / negative affect
Stress Stress Stress
Depression Depression Fear
Positive / negative affect Positive / negative affect Affect
Burn-out Burn-out Burn-out
14. Behavioural Regulation
Self-monitoring Self monitoring Learning
Breaking habit Breaking habit Review
Action planning Action planning Breaking habit
Direct experience
Self-monitoring
Evaluation

Key: a = after applying Hochberg’s correction for multiple comparisons within each domain, b - Chars. of outcome expect. = Characteristics of outcome expectancies; Conflict-comp. demands, conf. roles = Conflict - competing demands, conflicting roles; Mods. of the intention-behaviour gap = Moderators of the intention-behaviour gap; Trans. model/stages of change = Transtheoretical model and stages of change.

Cane et al. Implementation Science 2012 7:37   doi:10.1186/1748-5908-7-37

Open Data