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Table 1 Identifying context-mechanism-outcome frames based on the programme theory of the intervention

From: Advancing the application of systems thinking in health: a realist evaluation of a capacity building programme for district managers in Tumkur, India

Programme inputs (IPT) and how they were supposed to work

Key assumptions identified during the refining of IPT

Supporting theory

Key contextual factor (C)

Outcome of interest (O)

Plausible mechanism (M)

Contact classes work through improving knowledge and/or skills, resulting in improved performance

An attitudinal change among the participants is needed to achieve the desired results

Outcomes of training programmes accrue through four hierarchical levels: reaction (to training programme), learning, behaviour, and impact [48]

Team dynamics affect the individual’s intention for positive change

Intention to make positive changes

Motivation of the participant towards positive organisational change – a “can-do” attitude

Socio-political environment in the taluka/district

Mentoring participants at workplace facilitates application of knowledge and skills

Targeting individuals will produce impact through teams

Workplace environment in healthcare organisations has been identified as an important element explaining application of learning from training programmes [49]

Nature of supervision and district’s openness to “allow” change

Identify/seek opportunities to make positive change in the organisation’s performance

Nature of commitment to organisation

Decentralised action plans and decision-making at district and lower levels. State and higher levels’ openness to change proposals

Improved annual action plans – better situation analysis, problem identification, allocation and utilisation of resources

Self-efficacy

A capacitated health manager can become an agent of positive organisational change

Capacity leads to performance

High commitment management literature shows the potential for change by committed staff in settings where resources could be mobilised [50]

Change proposals by districts are in line with state (or central) vision and address local needs (allocation and strategic alignment with external environment per Champ et al.’s conceptual framework) [29]

Taluka and district plans improve. They identify more needs, mobilise more resources from state, and utilise them better

Claiming and utilising decision spaces; organisational commitment and self-efficacy in negotiating with superiors and community leaders

 

The programme could benefit from alignment with existing policy initiatives