Bridging the gap between pragmatic intervention design and theory: using behavioural science tools to modify an existing quality improvement programme to implement “Sepsis Six”
Implementation Science volume 11, Article number: 14 (2015)
Sepsis has a mortality rate of 40 %, which can be halved if the evidence-based “Sepsis Six” care bundle is implemented within 1 h. UK audit shows low implementation rates. Interventions to improve this have had minimal effects. Quality improvement programmes could be further developed by using theoretical frameworks (Theoretical Domains Framework (TDF)) to modify existing interventions by identifying influences on clinical behaviour and selecting appropriate content. The aim of this study was to illustrate using this process to modify an intervention designed using plan-do-study-act (P-D-S-A) cycles that had achieved partial success in improving Sepsis Six implementation in one hospital.
Factors influencing implementation were investigated using the TDF to analyse interviews with 34 health professionals. The nursing team who developed and facilitated the intervention used the data to select modifications using the Behaviour Change Technique (BCT) Taxonomy (v1) and the APEASE criteria: affordability, practicability, effectiveness, acceptability, safety and equity.
Five themes were identified as influencing implementation and guided intervention modification. These were:(1) “knowing what to do and why” (TDF domains knowledge, social/professional role and identity); (2) “risks and benefits” (beliefs about consequences), e.g. fear of harming patients through fluid overload acting as a barrier to implementation versus belief in the bundle’s effectiveness acting as a lever to implementation; (3) “working together” (social influences, social/professional role and identity), e.g. team collaboration acting as a lever versus doctor/nurse conflict acting as a barrier; (4) “empowerment and support” (beliefs about capabilities, social/professional role and identity, behavioural regulation, social influences), e.g. involving staff in intervention development acting as a lever versus lack of confidence to challenge colleagues’ decisions not to implement acting as a barrier; (5) “staffing levels” (environmental context and resources), e.g. shortages of doctors at night preventing implementation.
The modified intervention included six new BCTs and consisted of two additional components (Sepsis Six training for the Hospital at Night Co-ordinator; a partnership agreement endorsing engagement of all clinical staff and permitting collegial challenge) and modifications to two existing components (staff education sessions; documents and materials).
This work demonstrates the feasibility of the TDF and BCT Taxonomy (v1) for developing an existing quality improvement intervention. The tools are compatible with the pragmatic P-D-S-A cycle approach generally used in quality improvement work.
Reducing mortality from sepsis, a major cause of death from infection through shock and multiple organ failure, is a national and international priority [1–3]. Mortality can be halved if sepsis is treated within an hour of presentation with the evidence-based guidelines, “Six Steps of Sepsis Treatment”, known as the “Sepsis Six” clinical care bundle. The steps are measuring lactate levels and urine output, administering antibiotics, oxygen and fast intravenous fluids (a fluid challenge) and taking blood cultures. Despite this, published results of a UK audit suggest that implementation is low  and interventions to improve this have shown small and un-sustained effects, which are often difficult to replicate [5, 6].
There is widespread recognition that theory should be used to inform the development of interventions that aim to encourage implementation of evidence-based guidelines by health professionals . In practice, however, clinical practitioners often find theory “abstract, intimidating and irrelevant” [8, 9], so most quality improvement programmes are developed pragmatically. Lack of effectiveness of such interventions may be due in part to the lack of explicit behavioural theory at the design stage [10–12].
A second problem facing interventions to improve implementation is the poor specification and reporting of their content. Descriptions of interventions are rarely comprehensive, and there is a lack of common definitions to describe them [12–15]. The lack of theoretical rationale and reporting of content may make it difficult to derive maximum patient benefit because (a) potential determinants of health professional behaviour change may not have been identified and targeted and (b) scope for replication or improvement is limited if what has been delivered has not been fully described.
Problems of implementation, lack of explicit theory in intervention development and partial intervention description were evident in relation to an intervention to improve implementation of the Sepsis Six in a UK National Health Service (NHS) hospital in London . The intervention was originally introduced by a specialist Patient at Risk and Resuscitation nursing team and developed collaboratively and iteratively by front-line staff and one of the team, a Patient Safety Facilitator (NHS nurse Band 7). The pragmatic Plan, Do, Study, Act (P-D-S-A) cycle approach  was used to introduce the intervention to pilot areas in small, incremental steps and respond to staff feedback about challenges facing implementation and the intervention itself. The P-D-S-A cycle, derived from improvement science methods within manufacturing and economics , implements an intervention in one setting, evaluates it, and adjusts it by discarding/adding content according to local context and with input from those receiving the intervention before repeating the process elsewhere. P-D-S-A is widely used in quality improvement interventions, but lacks a theoretical basis and there is little evaluation of the content and application of such programmes [19, 20].
The Sepsis Six implementation intervention has now reached six clinical areas and whilst it has achieved considerable success, with implementation of the bundle rising from 20 to 80–90 % and mortality from sepsis dropping from 22 to 12 % at the time of data collection (unpublished data c/o Royal Free Hospital Patient at Risk and Resuscitation Team, Devaney, Stapleton, Stanley, 2013). Improvements took 4 years and involved numerous P-D-S-A cycles (e.g., 45 iterations of the bundle protocol document in Accident & Emergency alone). The hospital’s target of implementation of the bundle for at least 95 % of patients with a source of infection and two physiological symptoms (“triggers for sepsis”) is still not consistently reached and sustained. This raises the question of how best to develop the implementation intervention before extending it elsewhere.
The intervention consisted of introductory group education and training, target-setting, implementation and patient outcome data measurement, group and individual staff feedback and promotional documents and materials to aid implementation such as a “sepsis trolley” or “sepsis bag” containing the necessary equipment. Its content and potential mechanisms of action have been described elsewhere  using tools from behavioural science to make theory more accessible to clinical practitioners: the Theoretical Domains Framework (TDF)  and the Behaviour Change Technique Taxonomy . The TDF is a framework that brings together key theoretical constructs derived from a wide range of behaviour change theories. It identifies 14 key domains, for example knowledge and social influences, which shape health professional behaviour and are possible targets for intervention. The Behaviour Change Technique Taxonomy (v1) is a structured list of 93 techniques to change behaviour. Behaviour change techniques (BCTs) are seen as the “active ingredients” of behaviour change interventions, defined as irreducible, replicable components that have potential to directly impact behaviour .
The TDF has been used to study a range of health professional behaviours [24–29] and together with the BCT Taxonomy (v1) can be used for understanding influences on a given behaviour and selecting appropriate strategies for intervention . The BCT Taxonomy (v1) has also been used to identify active ingredients in other existing implementation interventions. Both tools have been used to inform the design of various implementation interventions in healthcare settings [30, 31]. In the current study, an existing pragmatically designed quality improvement programme, which had achieved some level of success, was already ongoing. It is not clear whether the TDF and BCT Taxonomy (v1) can be used as tools to classify perceived barriers and facilitators and thus aid the modification process of existing interventions such as this. This is important because existing quality improvement programmes are often in need of enhancement, rather than design from the outset.
The study aims to test the usefulness of these behavioural science tools for bridging the gap between theory and pragmatic clinical practice by (a) investigating influences on implementation of the Sepsis Six clinical care bundle and (b) modifying and reporting intervention content.
Step 1: qualitative interview study: identifying influences on Sepsis Six implementation
Participants were a convenient sample of nurses, doctors and midwives at various levels of seniority working in six clinical areas. All participants had at least one experience of implementing the Sepsis Six. The study protocol was submitted for ethical review to the Hampshire B research ethics committee. Since the study was considered to be service evaluation or audit, and involved participants who were being recruited by virtue of their professional role, it did not fall in to the Governance Arrangements for Research Ethics Committee’s requirements for review. All participants gave written consent for interviews to be recorded and transcribed.
A semi-structured/focus group interview topic guide (see Additional file 1) was developed to explore the relevance of 14 TDF domains to the implementation of the bundle. Questions were informed by examples from the original TDF paper  and suggestions from the Patient at Risk and Resuscitation nursing team who introduced the intervention. The topic guide was developed iteratively via pilot interviews.
Seventeen individual interviews and three focus groups (ranging from 2 to 10 participants) were carried out. This was done partly for pragmatic reasons (to increase the participation rate in busy clinical areas of this working hospital) and partly to benefit from the advantages that both methods offer. Focus groups are useful for generating new thinking about a topic and often lead to rich in-depth discussion. Individual interviews, on the other hand, may lead to responses that are free from the influence of the peer group . Interviewees were asked to describe (1) which activities to promote Sepsis Six had been useful and (2) specific incidences when they cared for a septic patient and the full bundle was not implemented within the 1-h timeframe. Specifically, participants were asked to describe what happened including what “got in the way” and what “would have helped” implementation. The second question was followed by specific prompts relating to influences on implementation, covering all 14 domains of the TDF. Each session, lasting between 20 and 35 min, was audio-recorded and transcribed.
Coding and thematic analysis of interview transcripts
Coding guidelines were developed iteratively using the first four transcripts, which were coded in parallel and discussed by researchers CF and SHS. Influences on implementation were assigned to 1 or more of the 14 TDF domains. Where an agreement was not reached, a third researcher with expertise in using the TDF (LA) was consulted. (See Additional file 1 for TDF Coding Guidelines.)
To assess reliability, every fifth transcript was coded by both coders. Cohen’s kappa was calculated. If this did not reach a minimum of k = 0.75 (substantial agreement) , the batch of five transcripts was double-coded and any disagreements were discussed and resolved. Coding guidelines were modified accordingly.
Building on the notes and ideas generated throughout this coding process, SS and CF separately conducted thematic analysis to identify themes within and across domains. Results were compared, and the data were presented and discussed with the Patient at Risk and Resuscitation team until a final consensus was reached.
Step 2: development of a modified intervention to improve Sepsis Six implementation
Generating ideas for intervention modification
We conducted a round-table discussion with the Patient Safety Facilitator, the Patient at Risk and Resuscitation team (n = 3), the two study researchers (CF and SHS) and another behavioural scientist with expert experience with the TDF and BCT Taxonomy who was not involved with the study (KS). In order to generate discussion about potential modifications, participants were presented with (a) the frequent domains and themes from the step 1 analysis, (b) a full description of the existing intervention’s content and the potential TDF domains that it targeted  and (c) a list of new BCTs suggested by the results of Step 1 [34, 35].
Delphi exercise: selection of intervention modifications
Over a two-round Delphi exercise, the four nurses independently rated and commented on whether each modification suggested in step 2 was affordable, practical, effective, acceptable, safe and equitable (the APEASE criteria) . Each nurse assigned a mark of 0 or 1 (no/yes) to each of the six criteria, hence a maximum APEASE score of 24 for each potential modification. There was no cut-off score above which all potential modifications were accepted and below which all were rejected. Instead, the ratings were used to generate discussion and guide decision-making until a consensus agreement for a modified intervention was reached and an intervention protocol was agreed.
Step 1: qualitative interview study: identifying influences on Sepsis Six implementation
Nineteen nurses, 12 doctors, 2 midwives and 1 healthcare assistant (n = 34) participated in 3 focus groups and 17 individual interviews. Additional file 2: Table S2 shows the participants, their role and ward/department.
Influences on Sepsis Six implementation
All TDF domains except for “optimism” were identified in at least one transcript. The five most common domains identified in both focus group and individual interviews were social influences, knowledge, belief about consequences, memory/attention/decision-making and environmental context/resources. Twenty-one themes corresponding to 12 of the 14 TDF domains were identified as influencing implementation, either as barriers or levers. Of these, five (corresponding to seven TDF domains) were judged to be locally applicable when considering APEASE and informed the modified intervention. All transcript data coded by TDF domain and theme is shown in Additional file 3.
Theme 1: knowing what to do and why
Domains: knowledge, social/professional role and identity
Knowledge about the triggers for sepsis and the Sepsis Six was seen to be a key influence on whether the bundle was implemented. Lack of familiarity with the bundle was mentioned by several respondents as a barrier:
…they seem to be - they are not aware how quick we have to - you know, to act on these kind of things, so that should be within one hour… (I14 general surgery nurse, line 45)
On the other hand, education about what to do and understanding that there was a clear and credible evidence base were seen as levers to successful implementation:
…the PARRT nurses are very well read on the subject…And to have somebody with the evidence to back up what they are advocating… And I think that after hearing why we are doing it everyone was much more inclined to do it. (I8 emergency department nurse, line 82)
Knowing what to do in situations that were not clear-cut was also mentioned as a barrier. For instance, before a definitive diagnosis of sepsis was made, it was often unclear whether symptoms such as high heart rate and fever were really due to sepsis.
… sometimes there might be a different reason for a patient to have, for instance a high heart rate and for it not to be related to sepsis. So that kind of grey area-where do you start them on the pathway because they’re triggering or do you take into account that they might be triggering for some other reason? (I1 emergency department senior nurse, line 49)
… originally it was “let’s hold off antibiotics we don’t know if there is an infective cause” whereas now that has pushed out of everyone’s mind. The thought is “Give them antibiotics, it’s not going to do them any harm” We can give them the first dose and that give us a bit more time to look at them as a patient, decide what is going on… (I4 emergency department nurse, line 86)
Health professionals working on inpatient wards also stated that patients often already had elements of the bundle administered and knowing what to do was more complicated in these cases.
A lot of the time things are already done, the oxygen is already on the fluids are already on… So it’s difficult to say when things actually start and when things are all done… (FG1 general surgery junior doctor, line 46)
Theme 2: risks and benefits
Domain: beliefs about consequences
Belief and trust in the evidence of effectiveness of Sepsis Six was commonly reported as a lever to implementation.
And I think that it’s more established-the evidence base for Sepsis Six than perhaps for other protocols. It is effective. (FG1 general surgery junior doctor, line 208)
There was also a view amongst some participants that presentation of the “hard” facts had less of an impact on them than directly witnessing the improved condition of initially very sick patients.
I get more of a kick seeing the bundle work…looking after the patients and seeing them improve. So although it’s useful in some respects to know the figures …. I much prefer to see how the patient responds. (I5 emergency department nurse, line 44)
Fear of causing harm to the patient was often cited as preventing full implementation. This was commonly related to a concern about giving patients large volumes of intravenous fluids or broad-spectrum antibiotics without a confirmed diagnosis.
They didn’t prescribe fluids in time because they were worried about being overloaded. (I13 labour ward midwife, line 221)
However, it was evident that staff often chose to implement the bundle as they felt that the potential risks were outweighed by the benefits.
… it’s also knowing that the sepsis six does no harm. Obviously we won’t do it [un]necessarily…But it helps that there’s nothing harmful to the patient. (I9 medical assessment junior doctor, line 39)
Theme 3: working together
Domains: social influences, social/professional role and identity
On the whole, cooperation between staff and working toward a common goal was seen as essential to implementation.
We’re part of team in A&E we feel that we can go to each other for help and support it definitely aids the running of it (Sepsis Six). (I6 emergency department nurse, line 135)
There was, however, a feeling that conflict between doctors and nurses led to problems:
I don’t really want to do that tradition of doctors versus nurses thing, but it was an issue for a while. I think because it (Sepsis Six) takes some of the power out of the doctors’ hands. (I5 emergency department nurse, line 76)
Working well together was also hindered by poor communication about patients both within and between teams.
There’s just a lack of communication about…you know… them triggering. And then you’ll get a call from the nurse saying that they are a bit unwell… but because you’re so busy you haven’t really thought about the triggers… and if they haven’t said “I Think that this is sepsis. They meet all the criteria, could you come urgently?” There might be a delay in getting to the patient. (I17 renal ward junior doctor, line 33).
Theme 4: empowerment and support
Domains: beliefs about capabilities, social/professional role and identity, behavioural regulation, social influences
Participants spoke about the protocol giving them increased confidence in their abilities to carry out the six steps of the bundle and allowed them to challenge team members who were not implementing them.
…so next time that the nurses found themselves in that situation, where the doctors was going “Actually, well I don’t think we can do this”, they would go, “It’s fine, because it’s a part of the pathway. It’s all there in front of you”. (I10 emergency department assistant, line 84)
Despite this, there was still a feeling that challenging colleagues’ practice was not always easy.
So if it’s a junior or newly qualified nurse they might have difficulty going up to a senior [doctor] and saying that “Look [you’re] doing something wrong” (I1 emergency department senior nurse, line 86)
The introduction of the intervention in pilot areas as part of an iterative process in which versions were introduced, discussed with front-line staff and altered accordingly was seen as important in developing an intervention that was flexible, fit for purpose, developed professional practice and empowered nurses in particular.
…we’ve been able to work with (the Patient at Risk and Resuscitation team) to tell them what problems we’ve been having and to make the protocol a bit more flexible and to make it work for every patient rather than having problems with prescribers and their worries. (I4 emergency department nurse, line 54)
Participants also reported that support from and role-modelling by senior clinicians provided them with the confidence to implement.
Well if our seniors referred to it that would make a really big difference. So you see your seniors not starting sepsis six and you’re like “Well presumably I don’t need to start it then” (FG1 general surgery junior doctor, line 240)
Theme 5: staffing levels
Domain: environmental context and resources
Several participants reported that staff shortages, especially at night, were likely to slow down implementation due to lack of doctors on duty and unclear communication that patients were septic, rather than non-specifically unwell, and therefore needed to be seen urgently.
Because if they become septic at night time it’s just harder to get doctors and everything just takes that extra bit longer. Because there’s less people. (FG3 general surgery nurse, line 77)
There’s just a lack of communication about..you know.. them triggering. And then you’ll get a call from the nurse saying that they are a bit unwell, they’re a bit tachycardic but because you’re so busy you haven’t really thought about the triggers (I17, renal ward junior doctor, line 33)
Step 2: development of a modified intervention to improve Sepsis Six implementation
Round-table discussion and Delphi exercise
In the first round-table discussion, 26 potential intervention modifications were suggested, with a median APEASE score of 18.5 (IQR, 15.25–22.75) and range of 6 to the most positive score of 24 (see Table 2). Following the second round of the Delphi exercise, the median APEASE score was 19 (IQR, 15.75–21.75) with a range of 5 to 24. APEASE scores for 10 potential modifications increased between round 1 and round 2 and nine scores decreased. The median APEASE score for the modifications included in the final protocol was 21 (IQR, 19.5–23.5) compared with 18 (IQR, 14.5 19) for interventions not included in the final protocol. One relatively low scoring modification suggestion was included in the final intervention protocol following further group discussion. This was the inclusion of an instruction on how to perform a sepsis crash call to a doctor for assistance at night in the staff education component: after discussion, it was decided that this could be delivered easily in one short statement and would be acceptable and affordable. Three relatively highly scoring interventions: (a) the delivery of individual feedback for cases of non-implementation using a structured template, (b) delivery of feedback sessions to multi-disciplinary (e.g. nurses and doctors together) groups and (c) presentation of key journal references to staff were not included in the final protocol because after further group discussion, participants agreed that they would not be acceptable, practical or effective. Additional file 4: Table S4 shows the modification suggestions and APEASE scores for each Delphi round.
Triangulation of findings from interviews, round-table discussion and Delphi exercise
Table 2 shows the agreed modifications and relevant BCTs linked to the themes and TDF domains. The modified intervention included two new components: a “partnership agreement” contract between the Patient Safety Facilitator and the relevant ward or department’s clinical lead(s) and a Sepsis Six education programme for the Hospital at Night Co-ordinators, a role that involves carrying out clinical tasks traditionally carried out by junior doctors (patient assessment/triage, cannulation, etc.) if a patient’s condition deteriorates overnight. The Night Co-ordinator is the first point of call for a medical emergency when a doctor is not on site out of hours. Additionally, modifications to two of the existing components, staff education sessions and documents and materials were made.
The partnership agreement was introduced in light of comments regarding senior staff involvement and modelling and the effectiveness of the collaborative approach already in use. The mutual agreement was a behavioural contract that stipulated the type and extent of responsibility of the clinical lead(s) for implementation. For instance, it outlined the degree to which the clinical lead(s)/Patient Safety Facilitator would be involved with data collection or delivery of feedback to staff. It was developed in order to be flexible enough for implementation in a range of settings and endorsed engagement of all clinical staff with team members being encouraged to challenge one another other when the bundle was not implemented.
The Hospital at Night Co-ordinators, who had not previously received any Sepsis Six education, were to receive a programme to educate and empower them to diagnose sepsis, initiate the bundle and summon an on call doctor to attend a medical emergency. This addressed barriers to implementation posed by a shortage of doctors at night.
The existing staff education programme was modified to address fears about harming patients (e.g. with intravenous fluid), emphasise the effectiveness of Sepsis Six, improve knowledge of what to do and why, normalise challenging colleagues and empower nurses to initiate the bundle and call the Night Co-ordinator or on-call doctor. There were some modifications made to documents and materials including the inclusion of an FAQ document that addressed knowledge deficits and providing sepsis bags containing all instruments needed for implementation for Night Co-ordinators.
A summary of the final modified intervention detailing each component, to whom and how it was delivered, and the frequency with which it was delivered (i.e. according to the Template for Intervention Description and Replication; TIDieR)  is shown in Table 3. The modifications consisted of 12 BCTs, six of which were not used in the original intervention. These were: behavioural contract, commitment, action planning, identification of role-models, information about social consequences of behaviour, and generalisation of target behaviour. See Additional file 5 for a full intervention protocol including the aims, BCTs, and mode and dose of delivery of each.
The study is a systematic, theoretically guided approach to modification of an existing patient safety programme and illustrates how theory can be used to enhance a pragmatically developed intervention using P-D-S-A cycles. From interviews with health professionals, five themes were identified as acting as barriers or levers to implementation of the Sepsis Six clinical care bundle. These were used to identify gaps in the existing intervention and informed modifications. Two new intervention components were added: a partnership agreement (targeting increased clarity of roles and responsibilities and support from senior staff and normalising challenging colleagues’ clinical decision-making) and the development of training for Hospital at Night Co-ordinators (addressing potential shortfalls in implementation of the bundle at night). In addition, modifications were made to existing staff education sessions and educational/promotional documentation, targeting knowledge deficits, belief about consequences of implementing and improving accessibility of resources.
Much of the published quality improvement work has used more pragmatic approaches, without the explicit use of theory [8, 12]. Both the TDF and BCT Taxonomy (v1), however, are becoming increasingly popular for understanding clinical behaviour and guiding implementation intervention design “from scratch”. Examples of published work using the TDF and BCT Taxonomy to guide quality improvement are seen in antibiotic prescribing  and organ donation , but to the authors’ knowledge, they have not yet been used in the design of interventions to improve implementation sepsis guidelines. In addition, as far as we are aware, this is the first example of a study that has used these tools to “enhance” an existing pragmatically developed intervention. This approach more accurately reflects the real world of clinical practice where interventions, which have achieved some level of success, are in place, but are not fully reported and may require improvement.
The use of feedback interventions and targeting of hospital at night teams is supported by published reports of other quality improvement programmes. For example, audit of health professional behaviour combined with feedback is a widely used strategy for improving professional practice . Investigation of collaborative work between critical care nursing and hospital at night teams has demonstrated significant impact on patient mortality . In contrast, although behavioural contracts have been used between patients and their healthcare practitioner, for example for promoting medication adherence , to our knowledge, their use in quality improvement programmes from between health professionals is novel.
This study demonstrates how a synthesis can be achieved between a pragmatic intervention and a theoretically guided approach to its enhancement. The P-D-S-A cycle approach used at the study hospital was flexible and practical, allowing for changes to be introduced and discarded incrementally with input from those receiving the intervention, allowing for adaptation to different contexts and clinical areas that faced unique implementation challenges . This was identified as an important lever to implementation by participants. However, this process did not define the intervention exactly nor did it target all potential mechanisms of action.
Combining this approach with tools developed by behavioural scientists allowed us to do several things. First, using the TDF to structure the interview guide and code responses provided a coherent framework for thematic analysis of influences on implementation. These data combined with a description of the intervention from a previous stage in the research  enabled comprehensive thinking about existing practice, including identification of what might be missing and provided an explicit rationale for modification. Second, the BCT Taxonomy and published guidance on mapping this to TDF domains  allowed us to highlight potential intervention strategies that had not already been used and ensured that modifications targeted the barriers and enhanced the levers identified. Third, we were able to use the BCT Taxonomy to comprehensively report the intervention’s “active ingredients” using a shared language. This is in keeping with the increased emphasis on a transparent and robust rationale for the selection of intervention content and comprehensive reporting [36, 40].
The collaborative approach to modifying the intervention is an important strength of this work, especially given the identification of this as a significant lever to the success of the intervention. A wide range of clinical staff from all pilot areas were involved from the start in identifying barriers and levers. The nursing team responsible for facilitating the intervention were then closely involved in modifying the intervention in a way that was consistent with theory, compatible with the widely used P-D-S-A cycle and was judged to be practical and feasible.
The feasibility and outcome of any quality improvement programme is always a product of content, context and application . The main limitation of this study is that it was conducted in a single hospital in clinical areas that were already implementing the bundle. We cannot draw conclusions about generalisation to other settings. Secondly, although it was originally intended to test fidelity to intervention and effectiveness, it was not possible to do this in the time available since roll-out to other wards was postponed. Nevertheless, although we cannot say that the modified intervention was better than the original at this stage, it has now been rolled out to other trust areas and evaluation is planned as a final stage of the research. Additionally, it is not known whether this work would have been achievable without the input of those with experience using the TDF and BCT Taxonomy and/or time allocated to learn how to apply them. The most time-consuming element of the process, however, was organising, carrying out, transcribing and coding of the interviews. Although it was not formally analysed, the fact that the most commonly mentioned TDF domains were the same in focus groups and individual interviews suggests that using focus groups alone may provide valid data. This may provide an acceptable alternative to the use of individual interviews in contexts where researcher time and resources are limited.
Further work should aim to implement this intervention protocol in different settings and evaluate its feasibility, fidelity and effectiveness including the practicality of continuing P-D-S-A cycles and reporting further changes. In addition, the transferability of the TDF and BCT Taxonomy (v1) for enhancing other pragmatically designed interventions in different contexts and for different behaviours should be explored.
This study demonstrates the feasibility of using the TDF and BCT Taxonomy (v1) to modify existing, pragmatically designed implementation interventions. As such, it shows how we might bridge the gap between behavioural theory to design interventions and commonly used pragmatic approaches to quality improvement, such as the P-D-S-A cycle. Combining these two approaches could act as a model for future work to enhance existing interventions in a way that is transparent, replicable, theoretically guided and practical.
behaviour change technique
National Health Service
Theoretical Domains Framework
Template for Intervention Description and Replication
Health Service Ombudsman for England. Time to act—severe sepsis: rapid diagnosis and treatment saves lives. London: Parliamentary and Health Service Ombusdman; 2013.
Dellinger RP, Levy MM, Rhodes A, Annane D, Gerlach H, Opal SM, et al. Surviving sepsis campaign: international guidelines for management of severe sepsis and septic shock: 2012. Crit Care Med. 2012;41(2):580–637.
Daniels R. Key recommendations for sepsis briefing Sutton Coldfield, UK. 2013.
College of Emergency Medicine. CEM clinical audits 2011–2012: severe sepsis and septic shock. London; 2012 25 September 2012. Report No
Daniels R, Nutbeam T, McNamara G, Galvin C. The sepsis six and the severe sepsis resuscitation bundle: a prospective observational cohort study. Emerg Med J. 2011;28:507–12.
Cronshaw HL. Impact of the Surviving Sepsis Campaign on the recognition and management of severe sepsis in the emergency department: are we failing? Emerg Med J. 2011;28:670–5.
NICE. How to put NICE guidance into practice. A guide to implementation for organisations. 2005.
Davidoff F, Dixon-Woods M, Leviton L, Michie S. Demystifying theory and its use in improvement. BMJ Qual Saf. 2015;24:228–38.
Craig P, Dieppe P, Macintyre S, Michie S, Nazareth I, Petticrew M. Developing and evaluating complex interventions: the new Medical Research Council guidance. BMJ. 2008;337:1655.
Michie S, Johnston M, Abraham C, Lawton R, Parker D, Walker A, et al. Making psychological theory useful for implementing evidence based practice: a consensus approach. Qual Saf Health Care. 2005;14(1):26–33.
ICEBeRG. Designing theoretically-informed implementation interventions. Implement Sci. 2006;1:4.
Davies P, Walker A, Grimshaw J. A systematic review of the use of theory in the design of guideline dissemination and implementation strategies and interpretation of the results of rigorous evaluations. Implement Sci. 2010;5:14.
Baker R, Camosso-Stefinovic J, Gillies C, Shaw EJ, Cheater F, Flottorp S, et al. Tailored interventions to overcome identified barriers to change: effects on professional practice and health care outcomes. Cochrane Database Syst Rev. 2010;3, CD005470.
Datta J, Petticrew M. Challenges to evaluating complex interventions: a content analysis of published papers. BMC Pub Health. 2013;13:568.
Hoffman TC, Erueti C, Glasziou PP. Poor description of non-pharmacological interventions: analysis of consecutive sample of randomised trials. BMJ. 2013;347:f3755.
Steinmo S, Fuller C, Stone SP, Michie S. Characterising an implementation intervention in terms of behaviour change techniques and theory: the “Sepsis Six” clinical care bundle. Implement Sci. 2015;10:1.
Berwick DM. Developing and testing changes in delivery of care. Ann Intern Med. 1998;128(8):651–6.
Deming WE. The new economics for industry, government, education. 2nd ed. Boston, MA: MIT Press; 1994.
Shojania KG, Grimshaw JM. Evidence-based quality improvement: the state of the science. Health Aff. 2005;24(1):138–50.
Taylor MJ, McNicholas C, Nicolay C, Darzi A, Bell D, Reed JE. Systematic review of the application of the plan-do-study-act method to improve quality in healthcare. BMJ Qual Saf. 2014;23:290–8.
Cane J, O’Connor D, Michie S. Validation of the theoretical domains framework for use in behaviour change and implementation research. Implement Sci. 2012;7:37.
Michie S, Richardson M, Johnston M, Abraham C, Francis J, Hardeman W, et al. The behavior change technique taxonomy (v1) of 93 hierarchically clustered techniques: building an international consensus for the reporting of behavior change interventions. Ann Behav Med. 2013;46(1):81–95.
Michie S, Atkins L, West R. The behaviour change wheel: a guide to designing interventions. London: Silverback; 2014.
French SD, Green SE, O’Connor DA, McKenzie JE, Francis JJ, Michie S, et al. Developing theory-informed behaviour change interventions to implement evidence into practice: a systematic approach using the Theoretical Domains Framework. Implement Sci. 2012;7:38.
Bussieres AE, Patey AM, Francis JJ, Sales AE, Jeremy GM, Team CPP. Identifying factors likely to influence compliance with diagnostic imaging guideline recommendations for spine disorders among chiropractors in North America: a focus group study using the Theoretical Domains Framework. Implement Sci. 2012;7:82.
Curran JA, Brehaut J, Patey A, Osmond M, Stiell I, Grimshaw J, et al. Understanding the Canadian adult CT head rule trial: use of the theoretical domains framework for process evaluation. Implement Sci. 2013;8(1):25.
Patey AM, Islam R, Francis JJ, Bryson GL, Grimshaw JM, Canada PPT. Anesthesiologists’ and surgeons’ perceptions about routine pre-operative testing in low-risk patients: application of the Theoretical Domains Framework (TDF) to identify factors that influence physicians’ decisions to order pre-operative tests. Implement Sci. 2012;7:52.
Francis J, Stockton C, Eccles M, Johnston M, Cuthbertson B, Grimshaw J, et al. Evidence-based selection of theories for designing behaviour change interventions: using methods based on theoretical construct domains to understand clinicians’ blood transfusion behaviour. Br J Health Psychol. 2009;14(4):625–46.
Fuller C, Besser S, Savage J, McAteer J, Stone S, Michie S. Application of a theoretical framework for behavior change to hospital workers’ real-time explanations for noncompliance with hand hygiene guidelines. Am J Infect Control. 2014;42(2):106–10.
Fleming A, Bradley C, Cullinan S, Byrne S. Antibiotic prescribing in long-term care facilities: a qualitative, multidisciplinary investigation. BMJ Open. 2014;4:11.
Squires JE, Grimshaw JM, Taljaard M, Linklater S, Chasse M, Shemie SD, et al. Design, implementation, and evaluation of a knowledge translation intervention to increase organ donation after cardiocirculatory death in Canada: a study protocol. Implement Sci. 2014;9:80.
Reeves S, Kuper A, Hodges BD. Qualitative research methodologies: ethnography. BMJ. 2008;337.
Landis J, Koch G. The measurement of observer agreement for categorical data. Biometrics. 1977;33:159.
Michie S, Johnston M, Francis J, Hardeman W, Eccles M. From theory to intervention: mapping theoretically derived behavioural determinants to behaviour change techniques. Appl Psychol. 2008;57(4):660–80.
Cane J, Richardson M, Johnston M, Lahda R, Michie S. From lists of behaviour change techniques (BCTs) to structured hierarchies: comparison of two methods of developing a hierarchy of BCTs. Br J Health Psychol. 2014.
Hoffmann TC, Glasziou PP, Boutron I, Milne R, Perera R, Moher D, et al. Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ. 2014;348:g1687.
Ivers N, Jamtvedt G, Flottorp S, Young JM, Odgaard-Jensen J, French SD, et al. Audit and feedback: effects on professional practice and healthcare outcomes. Cochrane Database Syst Rev. 2012;6:Cd000259.
Dalton M, Ludden F, Johnson M. 1391: improving patient outcomes in cardiothoracic nursing: a service collaboration between the hospital at night and ITU outreach services. Euro J Cardio Nurs. 2007;6(1 suppl):S50.
Bosch-Capblanch X, Abba K, Prictor M, Garner P. Contracts between patients and healthcare practitioners for improving patients’ adherence to treatment, prevention and health promotion activities. Cochrane Database Syst Rev. 2007;2, CD004808.
Boutron I, Moher D, Altman DG, Schulz KF, Ravaud P. CONSORT statement to randomized trials of nonpharmacologic treatment: explanation and elaboration. Ann Intern Med. 2008;148(4):295–309.
Walshe K. Understanding what works—and why—in quality improvement: the need for theory-driven evaluation. Int J Qual Health Care. 2007;19(2):57–9.
The authors would like to thank all the health professionals at the Accident & Emergency, Medical Assessment Unit, Labour, Renal and Surgery wards at the Royal Free Hospital, especially those we interviewed for this study and their clinical leads for their time and invaluable input. Thanks to Margaret Mary Devaney, Mary Emerson and the Patient at Risk and Resuscitation Team for their invaluable input and for allowing us access into their work environment. We also thank Dr. Steve Shaw and the members of the Sepsis Improvement Workstream at the Royal Free and Kate Sheals from UCL who shared their expertise at the round table discussions. Finally, we thank our funders, the Royal Free Hospital Charity.
The authors declare that they have no competing interests.
SPS and SM were principal investigators on the study and were responsible for its conception. SPS, SM, SHS and CF contributed to the development of the research objectives and methods. SS and CF conducted the data collection and analysis and wrote the first draft of the paper. All authors contributed to the written intervention protocol. All other authors contributed to successive drafts and approved the final manuscript.
Focus group/interview topic guide. (DOCX 46 kb)
Interview/focus group participants for step 1, qualitative interview study. (DOCX 16 kb)
Interview data TDF coding and thematic analysis. (XLSX 98 kb)
Results from Delphi exercise—modification suggestions and APEASE scores (out of 24 for 4 scorers). (DOCX 27 kb)
“Sepsis Six” modified intervention protocol. (DOCX 47 kb)
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Steinmo, S.H., Michie, S., Fuller, C. et al. Bridging the gap between pragmatic intervention design and theory: using behavioural science tools to modify an existing quality improvement programme to implement “Sepsis Six”. Implementation Sci 11, 14 (2015). https://doi.org/10.1186/s13012-016-0376-8