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Table 3 Results of the realist evaluation

From: The SMART personalised self-management system for congestive heart failure: results of a realist evaluation

Context

Mechanisms

Outcomes

New CMOs

The CHF PSMS is used in a home-setting

Hardware is acceptable to people in their homes, and fits with their everyday life

Engagement and happiness to use the system

People with CHF may have co-morbidities that will affect PSMS use

Increased pain or discomfort while walking

Participant won't complete the recommended walk, no improvement and perhaps decline in physical activity or increase in weight.

Revised CMOs

C1. Access to technical support throughout the project

M1. System had technical problems, but participants used the aspects they could, and called for technical support as they needed it.

O1a. Poor SUS score

O1b. Continued engagement with system.

C2. High level of computer literacy

M2. User-centred design process undertaken to identify a touch screen system with simple instructions designed to be operated by those with little or no computer knowledge

O2. All are able to use the system and continue to use it for the duration of the evaluation.

C4. Relatively active individuals have goals to lose weight and get more active

M4. Walking intervention encouraged goal setting and increased activity

O4. Goals were set and met, this was perceived to be useful. Weight was lost by some participants.

C5. Stable individuals can benefit from monitoring symptoms

M5. Increasing awareness of blood pressure, weight and symptoms through self-monitoring and tailored feedback provision

O5. Self-reported increased awareness of symptoms, this resulted in increased health professional involvement in one case, and medications were reviewed

C6. For people with low levels of heart failure knowledge

M6. Information and advice section contains educational material and quizzes, feedback from this and other sections should increase awareness.

O6. Increased levels of knowledge about self-management. Data sources: Interview; Knowledge of Heart Failure questionnaire (TELER® method).

C7. Self-management of heart failure involves engagement with a variety of lifestyle changes, e.g., adhering to a medication regime, restrictions to diet, monitoring weight and taking regular exercise.

M7. The SMART2 system incorporates the following behaviour change techniques: 1. Self-monitoring of symptoms; 2. setting and reviewing goals related to user's lifestyle; 3. providing regular feedback on performance. These features must be fully functioning

O7. Behaviour change may be sustainable over the long term

Rejected CMO

C3. Over exertion on days when users are feeling well can result in a negative impact on subsequent days (the `over activity/ rest cycle)

M3. Pacing is taught by the system by providing feedback on activity, and showing users weekly plans, highlighting instances of over activity.

O3. Balance between activity and rest. Data sources: Interview; system data

  1. Bold text identifies the components of the CMOs that have been revised.