Giorgos Dritsakis’s research while affiliated with University of Cambridge and other places

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Publications (18)


FIGURE 1 | The cycles for the three participatory design phases.
FIGURE 2 | The logic model to explain the BEARS training suite rationale.
FIGURE 3 | (Left) Localisation game. (Middle) Speech-in-noise game. (Right) Music training game.
Involving Children and Teenagers With Bilateral Cochlear Implants in the Design of the BEARS (Both EARS) Virtual Reality Training Suite Improves Personalization
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November 2021

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155 Reads

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11 Citations

Frontiers in Digital Health

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Sandra Driver

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Older children and teenagers with bilateral cochlear implants often have poor spatial hearing because they cannot fuse sounds from the two ears. This deficit jeopardizes speech and language development, education, and social well-being. The lack of protocols for fitting bilateral cochlear implants and resources for spatial-hearing training contribute to these difficulties. Spatial hearing develops with bilateral experience. A large body of research demonstrates that sound localisation can improve with training, underpinned by plasticity-driven changes in the auditory pathways. Generalizing training to non-trained auditory skills is best achieved by using a multi-modal (audio-visual) implementation and multi-domain training tasks (localisation, speech-in-noise, and spatial music). The goal of this work was to develop a package of virtual-reality games (BEARS, Both EARS) to train spatial hearing in young people (8–16 years) with bilateral cochlear implants using an action-research protocol. The action research protocol used formalized cycles for participants to trial aspects of the BEARS suite, reflect on their experiences, and in turn inform changes in the game implementations. This participatory design used the stakeholder participants as co-creators. The cycles for each of the three domains (localisation, spatial speech-in-noise, and spatial music) were customized to focus on the elements that the stakeholder participants considered important. The participants agreed that the final games were appropriate and ready to be used by patients. The main areas of modification were: the variety of immersive scenarios to cover age range and interests, the number of levels of complexity to ensure small improvements were measurable, feedback, and reward schemes to ensure positive reinforcement, and an additional implementation on an iPad for those who had difficulties with the headsets due to age or balance issues. The effectiveness of the BEARS training suite will be evaluated in a large-scale clinical trial to determine if using the games lead to improvements in speech-in-noise, quality of life, perceived benefit, and cost utility. Such interventions allow patients to take control of their own management reducing the reliance on outpatient-based rehabilitation. For young people, a virtual-reality implementation is more engaging than traditional rehabilitation methods, and the participatory design used here has ensured that the BEARS games are relevant.

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Fig. 1 CONSORT flow diagram
Table 2 Medication
Demographics and clinical assessments at baseline and pre-surgery
Developing an intervention to optimise the outcome of cardiac surgery in people with diabetes: the OCTOPuS pilot study

August 2021

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74 Reads

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3 Citations

Pilot and Feasibility Studies

Background Cardiothoracic surgical outcomes are poorer in people with diabetes compared with those without diabetes. There are two important uncertainties in the management of people with diabetes undergoing major surgery: (1) how to improve diabetes management in the weeks leading up to an elective procedure and (2) whether that improved management leads to improved postoperative outcomes. The aim of this study was to develop and pilot a specialist diabetes team-led intervention to improve surgical outcomes in people with diabetes. Design Open pilot feasibility study Setting Diabetes and cardiothoracic surgery departments, University Hospital Southampton NHS Foundation Trust Participants Seventeen people with diabetes undergoing cardiothoracic surgery Intervention Following two rapid literature reviews, a prototype intervention was developed based on a previously used nurse-led outpatient intervention and tested. Primary outcome Feasibility and acceptability of delivering the intervention Secondary outcomes Biomedical data were collected at baseline and prior to surgery. We assessed how the intervention was used. In depth qualitative interviews with participants and healthcare professionals were used to explore perceptions and experiences of the intervention and how it might be improved. Results Thirteen of the 17 people recruited completed the study and underwent cardiothoracic surgery. All components of the OCTOPuS intervention were used, but not all parts were used for all participants. Minor changes were made to the intervention as a result of feedback from the participants and healthcare professionals. Median (IQR) HbA 1c was 10 mmol/mol (3, 13) lower prior to surgery than at baseline. Conclusion This study has shown that it is possible to develop a clinical pathway to improve diabetes management prior to admission. The clinical and cost-effectiveness of this intervention will now be tested in a multicentre randomised controlled trial in cardiothoracic centres across the UK. Trial registration ISRCTN; ISRCTN10170306 . Registered 10 May 2018.


Figure 1 OCTOPuS (Optimising Cardiac Surgery ouTcOmes in People with diabeteS) study flowchart.
The Optimising Cardiac Surgery ouTcOmes in People with diabeteS (OCTOPuS) randomised controlled trial to evaluate an outpatient pre-cardiac surgery diabetes management intervention: a study protocol

June 2021

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72 Reads

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8 Citations

BMJ Open

Introduction Cardiothoracic surgical outcomes are poorer in people with diabetes compared with those without diabetes. There are two important uncertainties in the management of people with diabetes undergoing major surgery: (1) how to improve diabetes management in the weeks leading up to an elective procedure and (2) whether that improved management leads to better postoperative outcomes. We previously demonstrated the feasibility of delivering the Optimising Cardiac Surgery ouTcOmes in People with diabeteS (OCTOPuS) intervention, an outpatient intervention delivered by diabetes healthcare professionals for people with suboptimally managed diabetes over 8–12 weeks before elective cardiac surgery. The present study will assess the clinical and cost-effectiveness of the intervention in cardiothoracic centres across the UK. Methods and analysis A multicentre, parallel group, single-blinded 1:1 individually randomised trial comparing time from surgery until clinically fit for discharge in adults with suboptimally managed type 1 diabetes or type 2 diabetes undergoing elective surgery between the OCTOPuS intervention and usual care (primary endpoint). Secondary endpoints will include actual time from surgery to discharge from hospital; days alive and either out of hospital or judged as clinically fit for discharge; mortality; time on intensive therapy unit (ITU)/ventilator; infections; acute myocardial infarction; change in weight; effect on postoperative renal function and incidence of acute kidney injury; change in HbA 1c ; frequency and severity of self-reported hypoglycaemia; operations permanently cancelled for suboptimal glycaemic levels; cost-effectiveness; psychosocial questionnaires. The target sample size will be 426 recruited across approximately 15 sites. The primary analysis will be conducted on an intention-to-treat population. A two-sided p value of 0.05 or less will be used to declare statistical significance for all analyses and results will be presented with 95% CIs. Ethics and dissemination The trial was approved by the South Central–Hampshire A Research Ethics Committee (20/SC/0271). Results will be disseminated through conferences, scientific journals, newsletters, magazines and social media. Trial registration number ISRCTN10170306 .


Subdomains identified within each of the 3 a priori domains, illustrating the experiences of people diagnosed with APD, and their families who participated in the present study.
Demographic data (responses to questions 1-6).
Responses to the Domain: Difficulties faced, with the percentage of responses for each subdomain, and illustrative statements given by the respondents.
Experiences of Patients With Auditory Processing Disorder in Getting Support in Health, Education, and Work Settings: Findings From an Online Survey

February 2021

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145 Reads

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11 Citations

Objective: To explore the views and experiences of individuals with Auditory Processing Disorder (APD) and/or their families in getting support from services and to receive their suggestions for improvement. Design: Cross-sectional random sample survey with descriptive analysis. Settings: Online survey. Participants: One hundred and fifty six individuals with APD and/or their family members from the APD Support UK patient support organization and four associated APD Facebook groups. Main Outcome Measure: A 16-item questionnaire on negative and positive experiences in getting a referral for diagnosis, funding for the FM system, and overall support for APD. Results: The key findings that emerged included reports of difficulty in getting a referral for diagnosis (54%), obtaining funding for an FM system (45%), getting support for APD (61%), and poor recognition and awareness of APD (63%) in Education, Health or Work settings. The positive experiences reported were ease in getting a referral for diagnosis (46%), in obtaining an FM system (20%), and with diagnosis leading to help at school or to a better understanding of the condition and the required adjustments. The recommended improvement areas were raising awareness of APD and related management in Education (30%), the Health sector (25%), and the public (18%). Conclusions: Individuals and families of individuals with APD overwhelmingly report a lack of awareness of APD across health, education, and work sectors, and difficulties in getting access to diagnosis and support. This information may provide an initial understanding of the patients' needs for clinical services for APD, identify research priorities, and influence longer-term public health decisions toward improved care.


Schematic representation of the EVOTION platform. Middle: the EVOTION Data Repository collecting data from various sources. Left: Hearing aid users transmitting data via smart hearing aids, smartphones and potentially via smartwatches if available using a Bluetooth connection. Bottom right: healthcare professional entering data from the clinic either directly through a dashboard of the platform or through existing clinical databases connected to the EVOTION Data Repository. Top right: policy-maker running queries on the EVOTION database through the dashboard in order to answer specific public health issues. Source: Pontoppidan 2019 [27]. Used with permission
Preliminary results from EVOTION dynamic data analysis. Average hearing aid usage over time (left) and how the sound level, sound diversity and signal quality, i.e. signal-to-noise ratio, describe the acoustic environment (right). Source: Christensen et al. [34]. Used with permission
Snapshots of the EVOTION dashboard. Top: creation of a policy using pre-defined Public Health Policy Decision-Making models. Middle: creation of a workflow within that policy specifying the statistical techniques to be used. Bottom: Creation of a data analytics task within the workflow by specifying the types of data from the EVOTION Data Repository to be used. Source: Basdekis et al. [37]. Used with permission
EVOTION evaluation results. Summary of common themes from all four workshops produced after identifying themes in the SWOT analysis of each of the workshops and then comparing themes from the four countries to each other
Public health policy-making for hearing loss: stakeholders’ evaluation of a novel eHealth tool

October 2020

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128 Reads

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10 Citations

Health Research Policy and Systems

Background Hearing loss (HL) affects 466 million people of all ages worldwide, with a rapidly increasing prevalence, and therefore requires appropriate public health policies. Multi-disciplinary approaches that make use of eHealth services can build the evidence to influence public policy. The European Union-funded project EVOTION developed a platform that is fed with real-time data from hearing aids, a smartphone, and additional clinical data and makes public health policy recommendations based on hypothetical public health policy-making models, a big data engine and decision support system. The present study aimed to evaluate this platform as a new tool to support policy-making for HL. Methods A total of 23 key stakeholders in the United Kingdom, Croatia, Bulgaria and Poland evaluated the platform according to the Strengths, Weaknesses, Opportunities and Threats methodology. Results There was consensus that the platform, with its advanced technology as well as the amount and variety of data that it can collect, has huge potential to inform commissioning decisions, public health regulations and affect healthcare as a whole. To achieve this, several limitations and external risks need to be addressed and mitigated. Differences between countries highlighted that the EVOTION tool should be used and managed according to local constraints to maximise success. Conclusion Overall, the EVOTION platform can equip HL policy-makers with a novel data-driven tool that can support public health policy-making for HL in the future.


Diabetes management during cardiac surgery in the UK: A survey

August 2020

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937 Reads

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6 Citations

Diabetic Medicine

Aim To determine current practice regarding the diabetes management of people undergoing cardiac surgery in the UK. Methods We conducted an online survey of UK cardiothoracic surgeons. All cardiothoracic surgeons listed in the Society of Cardiothoracic Surgery membership directory were invited to participate. The survey, compiled using SurveyMonkey software, comprised 15 closed and open‐ended questions about the management of people with diabetes pre‐ and peri‐operatively. Results Sixty‐two cardiothoracic surgeons from all 33 UK cardiac centres completed the survey. Of these, 44% responded that they routinely measure HbA1c preoperatively for all patients, 19% had an HbA1c threshold above which they would not operate and 21% currently undertake a point‐of‐care HbA1c measurement during the cardiothoracic outpatient visit. A total of 74% of respondents reported that it was ‘easy’ or ‘very easy’ to obtain a diabetes team review; diabetes nurse specialists were the members of the diabetes team working most closely with cardiac surgeons. Up to a third of the surgeons did not provide physical activity recommendations prior to admission and over 80% did not have a different preoperative or surgical diabetes protocol. Inconsistency in the responses within centres suggests that differences in practice may depend on individual surgeons rather than local policy. Conclusions The study demonstrates there is only limited peri‐operative management of diabetes in people undergoing cardiac surgery in the UK. There is an opportunity for greater involvement of the diabetes specialist team both before and during admission for surgery to improve outcomes.


A Data-informed Public Health Policy-Makers Platform

May 2020

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111 Reads

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7 Citations

Hearing loss is a disease exhibiting a growing trend due to a number of factors, including but not limited to the mundane exposure to the noise and ever-increasing size of the older population. In the framework of a public health policymaking process, modeling of the hearing loss disease based on data is a key factor in alleviating the issues related to the disease and in issuing effective public health policies. First, the paper describes the steps of the data-driven policymaking process. Afterward, a scenario along with the part of the proposed platform responsible for supporting policymaking are presented. With the aim of demonstrating the capabilities and usability of the platform for the policy-makers, some initial results of preliminary analytics are presented in the framework of a policy-making process. Ultimately, the utility of the approach is validated throughout the results of the survey which was presented to the health system policy-makers involved in the policy development process in Croatia.


Main themes identified in the survey responses illustrating key challenges and strengths of the EVOTION project so far.
Full list of the clinical, technical, and public health EVOTION partners.
Demographics of the 15 EVOTION consortium members who responded to the survey.
Challenges and Strengths of Multidisciplinary Research in Audiology: The EVOTION Example

November 2019

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127 Reads

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4 Citations

Purpose The EU-funded research project EVOTION has brought together clinical, technical, and public health experts with the aim to offer a solution for the holistic management of hearing loss. This report presents the challenges, strengths, and key take-home messages of working in this multidisciplinary consortium. Method Fifteen consortium members completed an online survey with 6 open-ended questions. Responses were analyzed using a thematic approach. Results Analysis identified 4 main themes: (a) communication, that is, cross-disciplinary communication difficulties but also range of expertise; (b) opportunities, that is, innovation, learning, and collaborations; (c) technology, that is, technical requirements and data collection and management issues; and (d) local constraints, that is, institutional limitations, resources, and planning. Conclusions Although the challenges reported differed by country and specialty, there was consensus about the value, expertise, and opportunities of the project. It is recommended that in future similar multidisciplinary projects in audiology, researchers establish a common language and assess technical requirements and local constraints prior to initiating research activities.


Adult normative data for the speech in babble (SiB) test

July 2019

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91 Reads

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21 Citations

Objective: The Speech in Babble (SiB) test assesses the perception of speech in noise in UK adults. Here, we define the normal range of SiB scores to enable the use of the test in clinic. Design: In each test, 25 monosyllabic words were played in background multi-talker babble. Listeners had to repeat the word they heard. An adaptive procedure was used to determine the signal-to-noise ratio needed to reach 50% correct responses (i.e. the Speech Reception Threshold). Eight distinct equivalent lists were available. Study sample: Sixty-nine normal-hearing adults (aged 20–57 years) with no reported listening difficulties participated in the study and completed the SiB test twice in both ears. Results: Normative SiB scores varied from −0.8 dB to 3.7 dB suggesting that patients outside these limits should be considered as having abnormal scores. No statistically significant difference between ears and no effect of age or sex was found. There was “fair” test-retest reliability. Conclusion: The SiB test is a short, valid and reliable test that can be used in UK clinics, e.g. as part of a standard APD battery or evaluating the performance of hearing impaired patients.



Citations (14)


... Furthermore, bilateral CI users, particularly those sequentially implanted, may experience difficulties in combining sounds from the two implants to create three-dimensional sound (Sparreboom et al., 2012). Some individuals experience "increased effort" when using the second implant due to perceptible differences in sound quality between the devices, which may lead to the rejection of the second implant (Vickers et al., 2021;Myhrum et al., 2017;Watson et al., 2016;Emond et al., 2013). A lack of rehabilitative support to address these challenges has been documented (Mather et al., 2011). ...

Reference:

Virtual reality games for spatial hearing training in children and young people with bilateral cochlear implants: the “Both Ears (BEARS)” approach
Involving Children and Teenagers With Bilateral Cochlear Implants in the Design of the BEARS (Both EARS) Virtual Reality Training Suite Improves Personalization

Frontiers in Digital Health

... Pre-existing microvascular dysfunction in cardiac surgery patients may influence the likelihood of renal injury due to microvascular dysfunction during and after CPB. For example, anywhere between 30−−40% of patients undergoing cardiac surgery carry a preoperative diagnosis of DM (107). Poorly controlled diabetes/uncontrolled hyperglycemia has numerous deleterious consequences on the microvasculature, including accelerated atherosclerosis, increased capillary basement membrane thickening and extracellular matrix proliferation, and inflammation and oxidative stress resulting in endothelial injury due to advanced glycated end products (108,109). ...

Developing an intervention to optimise the outcome of cardiac surgery in people with diabetes: the OCTOPuS pilot study

Pilot and Feasibility Studies

... В то же время разработка эффективных и патогенетически обоснованных методов предоперационной подготовки и послеоперационной реабилитации кардиохирургических пациентов с диабетической кардиомиопатией требует дальнейшего изучения и тесного сотрудничества эндокринологов, кардиологов и кардиохирургов. Рост понимания механизмов воздействия гипергликемии, гиперинсулинемии и инсулинорезистентности на миокард является шагом к разработке новых алгоритмов ведения таких пациентов, основанных на мультисциплинарном подходе [4,[49][50][51][52]. ...

The Optimising Cardiac Surgery ouTcOmes in People with diabeteS (OCTOPuS) randomised controlled trial to evaluate an outpatient pre-cardiac surgery diabetes management intervention: a study protocol

BMJ Open

... 11 This highlights the importance of having speech tests in the appropriate accent for clinical applications. From the patient's perspective, developing a well-designed SiN test is in line with patient identified research priorities in the U.K. 14 From a research perspective, matched versions of the same tests could bring unique research opportunities. Larger public health-oriented work across U.K.-U.S. can be made possible as well, taking advantage of "natural experiments" to assess the efficacy of various remediation approaches. ...

Experiences of Patients With Auditory Processing Disorder in Getting Support in Health, Education, and Work Settings: Findings From an Online Survey

... For instance, Saunders et al [28] reported some applications of analytics using the EVOTION platform with implications for policy makers [28]. In another study not included in this review, Dritsakis et al [40] reported a series of workshops where EVOTION was demonstrated to stakeholders in 4 countries and evaluated using a Strengths, Weaknesses, Opportunities, and Threats methodology [40]. The study highlighted the potential of the tool together with obstacles and risks that need to be addressed, such as the complicated mechanism of data collection and analysis and the lack of major analytic capabilities required for public health policy decision-making (eg, economic evaluation). ...

Public health policy-making for hearing loss: stakeholders’ evaluation of a novel eHealth tool

Health Research Policy and Systems

... Further, most patients with chest pain, acute ischaemic events and shortness of breath cannot wait for months, even on elective cardiac waiting lists, for the optimisation of cardiac risk factors, including diabetes, based on the pre-screening results of HbA 1C . Our own analysis of the pre-trial feasibility survey of the OCTOPUS trial for the preoperative optimisation of diabetes (based on HbA 1C pre-screening, a review of medications and advice on diet and exercise) among cardiac surgeons confirmed a lack of concern and engagement with diabetic teams despite the perceived and acknowledged risks of adverse outcomes in poorly controlled diabetic patients [38]. Despite guidelines and recommendations, unfortunately less than 50% of the units routinely pre-screened their patients for HbA 1C even among diabetics in the United Kingdom. ...

Diabetes management during cardiac surgery in the UK: A survey
  • Citing Article
  • August 2020

Diabetic Medicine

... Data across periods of the same individuals could also be linked to monitor the long-term health loss and economic burden caused by falls. Previous studies demonstrated the value of similar platforms in tracking performance and supporting the data-driven policymaking process to combat other health challenges [20,21]. Following the above quantitative analysis, an open-ended qualitative survey could be performed to glean insights from the emotional responses and rational thoughts of older people on fall-prevention interventions. ...

A Data-informed Public Health Policy-Makers Platform

... Even though these techniques overcome previous limitations, their validity and reliability is not always clear and data are likely to be out of date and therefore not sufficient for clinical or PH action [16]. Collaborative approaches as a whole pose additional challenges as PH policy-makers may not be able to engage effectively with clinicians, healthcare professionals or other experts who could support the decisionmaking process, for example, due to the use of different terminology [17]. ...

Challenges and Strengths of Multidisciplinary Research in Audiology: The EVOTION Example

... This assessment strategy is widely applied in international tests that assess speech recognition in noise using words as stimuli, such as the Words-in-Noise Test (WIN) (23) , Digits in Noise (24) , and the Speech in Babble (SiB) (25) . It is also recommended by professional guidelines, which consider the adaptive SRT research procedure in noise as the most suitable for use in the basic audiological assessment battery, which provides a quick and standardized measurement (26) . ...

Adult normative data for the speech in babble (SiB) test
  • Citing Article
  • July 2019

... In two studies by Lassaletta et al. (2008bLassaletta et al. ( , 2009, it was revealed that those who gave high scores on statements about musical sound quality also had higher QoL scores. Studies showing a relationship between music listening and QoL in CI users with postlingual hearing loss support subjective comments regarding the significance of music and its positive effects on the emotional and social domains in life Dritsakis et al. (2017b); Gfeller et al. 2019). Contrary to these findings, no significant relationship was found between music enjoyment and QoL in adults with prelingual hearing loss who underwent implantation during adolescence. ...

Impact of music on the quality of life of cochlear implant users: a focus group study
  • Citing Article
  • January 2017