Open research questions in Delphi Technique in Research
99 gap statements mined from Delphi Technique in Research papers in our 4.5M-paper local library, which holds 470 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.
What the literature leaves open
Up to now, no consensus exists on the appropriateness of PROs used across diseases, e.
Standardizing patient-reported outcomes across diseases: development of a novel generic patient-reported outcome set · 2025 · DOIInconsistent reporting of clinical trial results hinders the comparison of findings. A core outcome set is needed to standardize the selection, reporting, and measurement of outcomes in clinical trials.
Development of a core outcome set for traditional Chinese medicine for atrial fibrillation · 2026 · DOIThe absence of standardized and validated outcome measurement instruments limits consistent reporting in genital gender-affirming surgery. The lack of standardization in outcome measurement hinders comparability and evidence synthesis in genital gender-affirming surgery research.
Outcome measurement instruments for the core outcome sets on genital gender-affirming surgery: the GenderCOS project · 2026 · DOIPregnancy complicated by rare conditions, such as vasa previa or twin-to-twin transfusion syndrome (TTTS), is characterized by a heterogeneous and context-dependent evidence base in which high-quality RCTs inform certain aspects of care, while substantial gaps in knowledge remain regarding diagnosis, patient selection, timing of intervention and real-world applicability.
From evidence gaps to action: why Delphi consensus has become indispensable in perinatal medicine · 2026 · DOIThe development of a Core Outcome Set for a complex condition like oropharyngeal dysphagia. The need to engage stakeholders from diverse backgrounds and perspectives. The challenge of achieving consensus on key outcomes.
Developing a Core Outcome Set for oropharyngeal dysphagia screening services in hospitals: a modified Delphi study · 2026 · DOIThe lack of a Core Outcome Set for oropharyngeal dysphagia screening services in hospitals. The need for consistent outcome measurement and evidence synthesis in OD research.
Developing a Core Outcome Set for oropharyngeal dysphagia screening services in hospitals: a modified Delphi study · 2026 · DOIThe challenges include the impacts of climate change on diabetes risk and management pathways, the need for a climate-sensitive diabetes management model, and the requirement for implementation and evaluation in real-world practice. The study also faced challenges in terms of recruiting experts and achieving consensus on the model components.
Delphi consensus validation of an integrated climate sensitive diabetes management model for climate vulnerable health systems in Iran · 2026 · DOIThe model requires implementation and evaluation in real-world practice, which can be a direction for future research. The study can be replicated in other climate-vulnerable settings to develop and validate similar models. The model can be refined and updated based on the results of implementation and evaluation studies.
Delphi consensus validation of an integrated climate sensitive diabetes management model for climate vulnerable health systems in Iran · 2026 · DOIIndividuals with severe mental illness experience persistent and complex physical health needs. There is a lack of consensus among stakeholders regarding what constitutes best-practice organizational models for integrated care.
Protocol for a Delphi consensus study to identify priority characteristics of integrated care for individuals with severe mental illness and comorbid physical disorders in Europe · 2026 · DOIThere is a lack of consensus among stakeholders regarding what constitutes best-practice organizational models for integrated care. There is a need to identify key characteristics of integrated care models that can support the sustainable implementation of these models across Europe.
Protocol for a Delphi consensus study to identify priority characteristics of integrated care for individuals with severe mental illness and comorbid physical disorders in Europe · 2026 · DOIEnsuring the standards remain current and responsive to emerging evidence. Achieving consensus among expert panel members. Addressing attrition across rounds.
Revising the Canadian Standards of Critical Care Nursing Practice 6th Edition: Part 2 – A Modified Delphi Process · 2026 · DOIPrevious revisions lacked a standardized methodology. There is a need for a systematic and collaborative process to define national practice standards.
Revising the Canadian Standards of Critical Care Nursing Practice 6th Edition: Part 2 – A Modified Delphi Process · 2026 · DOIThe challenges include the scarcity of high-quality clinical trial evidence and the limited experience of healthcare practitioners in Asia. The variation in healthcare policies and limited access to advanced diagnostic tools and restricted treatment options in Asia are significant challenges.
Evidence- and opinion-based consensus from Delphi round 1 of the Asian aplastic anemia recommendation development · 2026 · DOIThe scarcity of high-quality clinical trial evidence limited the development of recommendations. The experts relied on their own practical clinical experiences due to the lack of evidence.
Evidence- and opinion-based consensus from Delphi round 1 of the Asian aplastic anemia recommendation development · 2026 · DOIDifficulty in establishing causality between early life exposures and respiratory morbidity, - Challenge of predicting those at highest risk of wheeze and respiratory morbidity, - Need for further research into clinical studies of pharmacological and non-pharmacological therapies
Lack of understanding of the pathophysiology of wheeze in preterm infants, - Inadequate diagnosis and treatment of wheeze in preterm infants, - Limited research into clinical studies of pharmacological and non-pharmacological therapies for preterm infants
Lack of guidance on optimal participant numbers for consensus meetings, - Limited to community-dwelling older people, - No research has specified 'how to measure' the outcomes
Assessing Older Adults' Adherence to Appropriate Polypharmacy: Selection of Outcome Measures for Intervention Trials · 2026 · DOIThere is a lack of guidance on how to measure outcomes in clinical trials aiming to improve adherence to appropriate polypharmacy in older people. Previous clinical trials have shown heterogeneity in outcomes and outcome measurement instruments, leading to low-quality evidence. There is a need to specify how to measure outcomes in the core outcome set.
Assessing Older Adults' Adherence to Appropriate Polypharmacy: Selection of Outcome Measures for Intervention Trials · 2026 · DOIThe additional time commitment may reduce feasibility - Technical issues with the online surveys timing-out and resulting in the work they contributed not being saved - Some steps were at times overwhelming - Small sample size (n = 21) - Limited to individuals with expertise in the mental health sector
Supporting Staff To Address the Physical Health of Consumers in Mental Healthcare Settings: A Modified Nominal Group Technique · 2026 · DOIFurther research is needed to validate the findings - Investigation of the effectiveness of the modified NGT method in other contexts - Exploration of the feasibility of implementing the modified NGT method in real-world settings - Examination of the impact of the modified NGT method on physical health outcomes for mental health consumers
Supporting Staff To Address the Physical Health of Consumers in Mental Healthcare Settings: A Modified Nominal Group Technique · 2026 · DOILogistical and systematic barriers to referral and diagnosis. The risk of misinterpretation if the intended clinical setting is not clearly specified. The need to overcome potential barriers to timely diagnosis, including increasing HCP education and institutional support.
Assessing and investigating children with suspected soft tissue sarcomas: an e-Delphi consensus process · 2026 · DOIThe lack of clinical guidelines for suspected STS. The need for prompt recognition and referral of children with suspected STS. The existence of barriers to timely diagnosis, including logistical and systematic barriers.
Assessing and investigating children with suspected soft tissue sarcomas: an e-Delphi consensus process · 2026 · DOIidentifying current and future trends and issues in technology education - ensuring professional development opportunities for technology educators - providing adequate resources for technology education
Current and future trends and issues facing technology education - an international Delphi study · 2026 · DOIexamine the situation in different countries in more detail, - examine how different national curriculum models affect students' technological literacy, - examine how different national curriculum models affect teachers' professional identity, - examine the long-term status of technology education in schools
Current and future trends and issues facing technology education - an international Delphi study · 2026 · DOIAlthough qualitative methods have frequently been integrated with the Delphi technique in policy and sustainability research, its systematic application in user experience (UX) and service quality research remains underexplored.
Applying the Delphi Method for Consensus in Service Quality User Experience Research: Lessons From a Two-phase Design Study · 2026 · DOI
Most-cited papers in Delphi Technique in Research
- Research guidelines for the Delphi survey technique · Journal of Advanced Nursing · 2000 · 4,332 citations
- An Experimental Application of the DELPHI Method to the Use of Experts · Management Science · 1963 · 4,281 citations
- The SCARE 2023 guideline: updating consensus Surgical CAse REport (SCARE) guidelines · International Journal of Surgery · 2023 · 2,960 citations
- STOPP/START criteria for potentially inappropriate prescribing in older people: version 2 · Age and Ageing · 2014 · 1,918 citations
- The Delphi technique: myths and realities · Journal of Advanced Nursing · 2003 · 1,813 citations
- Consensus methods: characteristics and guidelines for use. · American Journal of Public Health · 1984 · 1,565 citations
- Consensus measurement in Delphi studies · Technological Forecasting and Social Change · 2012 · 1,537 citations
- Consulting the oracle: ten lessons from using the Delphi technique in nursing research · Journal of Advanced Nursing · 2006 · 1,148 citations
- Testing the reliability and efficiency of the pilot Mixed Methods Appraisal Tool (MMAT) for systematic mixed studies review · International Journal of Nursing Studies · 2011 · 1,130 citations
- A critical review of the Delphi technique as a research methodology for nursing · International Journal of Nursing Studies · 2001 · 994 citations
Most recent work
- Strategic and ethical enablers of responsible AI adoption in service industries: an exploratory causal Fuzzy Delphi – DEMATEL approach · Service Industries Journal · 2026
- Toward ethical governance of generative artificial intelligence in higher education: a Delphi study of key dimensions and priorities · Cogent Education · 2026
- Unveiling and mitigating the impacts of Industry 4.0 technologies on workers’ health and safety: A Delphi study · Journal of Safety Research · 2026
- Reframing talent scarcity: A finnish Delphi-based study co-constructing expert-informed scenarios for HE–industry collaboration toward an AI-literate workforce · Futures · 2026
- University futures: Insights from a dialectic delphi study · Futures · 2026
- Construction of a competency evaluation index system for geriatric nursing positions in the context of new medical science: A Delphi study · Nurse Education in Practice · 2026
- Co-designing a structured referral template to enhance dementia diagnosis: a modified e-Delphi study · Age and Ageing · 2026
- Consensus recommendations for CAR T-cell administration in adult acute lymphoblastic leukemia: a modified Delphi study · Blood · 2026
- The development of local outpatient palliative care referral criteria for persons with advanced cancer at the University Hospital Centre Zagreb: a Delphi study · Supportive Care in Cancer · 2026
- Pediatric Intensive Care Core Outcomes–a modified Delphi consensus process (PIC-CO) · Critical Care · 2026
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