Research Questions Research Articles

Does Crime Influence Investment in Renewable Energy Sources? Empirical Evidence from Italy

The Sustainable Development Goals are significantly increasing investments in the production of energy from renewable sources (RESs). To this end, the supply of monetary incentives by public institutions has increased sharply. This flow of money inevitably attracts the attention of criminal organizations (henceforth COs) that use their power to increase the volumes of investments, while public authorities might react by deciding not to make investments in RESs in areas at risk of distorted use of incentives. In this context, the research question is as follows: does the presence of COs slow down or encourage investment in RESs? Until now, this topic has received little attention from researchers, at least in the European Union. In particular, the presence of COs is particularly pervasive in the economic system of Italy. Given the heterogeneity of this country, a spatial econometric approach was used, taking into account geographical dependency relationships and their impact on the relevant variables. The main result of the research shows a negative relationship between Italian areas with higher CO levels and RES investments. In other words, investments are discouraged in these regions. This situation is detrimental to the target regions in terms of sustainable development and increasing the gross national product (GNP). Furthermore, we found that micro-crime cannot in any way influence investments in RESs.

Pedagogy in Legal Terminology Translation: A Corpus-based Approach

This paper explores effective pedagogical practices to train high-end foreign legal professionals in China’s Greater Bay Area by answering two research questions. First, can corpus-based teaching be applied as a productive pedagogical method? Second, how can beginner professionals be cultivated in legal translation capabilities in the legal domain? The paper proposes a module entitled “Introduction to Legal Terminology Translation,” which includes sessions on legal systems and legalese, corpus approach, and group presentation. A sequential mixed-method survey was conducted using qualitative methods, such as focus groups and interviews, followed by quantitative research using a questionnaire. A preliminary pilot study involved a focus group, questionnaire, and interview. Two identical questionnaires were distributed to two groups of students: one control and one experimental. In the ten-student experiment group, an instructor taught legalese and distributed a follow-up questionnaire. In the twenty-two-student control group, the instructor (more knowledgeable other) did not teach legalese but used a corpus-based questionnaire to assess student entry into the zone of proximal development. In the questionnaire, entry-level Latin legalese examples were provided. During interviews, junior university students preferred a mixture of all three pedagogical methods, while senior university students preferred the corpus approach due to its enhanced efficiency and accuracy.

Designing an Intelligent Contract with Communications and Risk Data

Contract automation is a challenging topic within Artificial Intelligence and LegalTech. From digitised contracts via smart contracts, we are heading towards Intelligent Contracts (iContracts). We will address the main challenge of iContracts: the handling of communications and risk data in contract automation. Our Research Question reads: to what extent is it possible to develop an ontology that automates contracts with communications and risk data? The article designs and conceptualises an iContract ontology. Our findings validate the conceptual expressiveness of our ontology. A brief discussion highlights the value of the ontology design and its application domains. From the results, we may conclude that the current method is innovative and that further research is necessary for handling more complex use cases.

Change agency during crises: path development in tourism destinations

ABSTRACT The study explores the role that change agency and regional preconditions play in a region’s path development. To address empirically this research question, the study uses the cases of two destinations in Norway during the COVID-19 pandemic. This research uses quantitative and qualitative data to investigate the industry’s capacity for path development in the face of significant external shocks. The findings reveal marked differences regarding industry adaptation and resilience between the two regions. While one destination struggled with coordination, the other, anchored by the popularity of a major zoo and theme park, demonstrated a more cohesive response. This contrast highlights the pivotal role of regional preconditions and change agency in shaping a destination’s ability to navigate crises. Key conclusions suggest that crises can serve as catalysts for industry development; however, the extent of such transformation is constrained by the regional preconditions, place leadership, and collaboration that a destination can mobilize.

A hybrid modelling approach for information processing workflow in inter-cultural heritage projects

PurposeBuilding Information Modelling in building processes brings significant efficiency gains. However, its use in restoration projects is still experimental. On the other hand, more than traditional methods are needed for communication, collaboration, and shared understanding. Hence, the main research question is how to enhance these aspects in multinational projects with information transparency challenges and the need for shared understanding among stakeholders. This research aims to develop and propose a hybrid modelling approach that integrates traditional and BIM-based information process workflows through testing and evaluating to what extent BIM can be used in restoration projects without excessive efforts.Design/methodology/approachConsidering this aim, the case study, the Mahmud Pasha Hammam as the heritage building, a 15th-century structure located in Serbia, was studied with the action research strategy to enable action-based learning by doing. Alongside the 2D documentation as the traditional method for the existing structure, restoration design proposals were also produced for the new additions to the heritage structure with BIM.FindingsA new BIM use scenario was experimented with and proposed, proving BIM implementation's potential impact on heritage restoration projects. A hybrid model was developed that meets the requirements of existing regulations and specifications, where restoration proposals were visualized quickly, quantity take-off was produced, and technical drawings were generated instantly.Originality/valueThis hybrid modelling workflow integrates HBIM with traditional methods in restoration projects to improve communication, efficiency, and collaboration in a real-time professional project.

Effectiveness of the Housing First model among substance users: a scoping review

Purpose Housing First (HF) is an evidence-based practice effective in reducing homelessness among those who experience chronic homelessness. However, a strong synthesis evaluating the effectiveness of this intervention is lacking for people who use drugs. The purpose of this study is to explore international literature databases to identify the effectiveness of the HF programme among people who use drugs. Design/methodology/approach A modified framework from Arksey and O’Malley (2005) was used, namely: identifying the research question; developing inclusion and exclusion criteria; identifying relevant studies for study selection; charting the data; and collating, summarising and reporting the results. Findings Three main themes were identified: substance use related outcomes, housing-related outcomes and social outcomes. There is strong evidence that HF increases housing retention and reduces homelessness among chronically homeless people who use drugs. However, literature relating to substance use and social outcomes for this population report mixed and inconclusive findings. Research limitations/implications This scoping review concludes that additional research is required to conclusively determine whether HF is an effective intervention for homeless substance users. Future researchers must use formal assessments of substance use and ensure clear reporting of the HF intervention is accomplished. It is recommended for researchers and policymakers to consider the specific needs of the people who use drugs before implementation of HF for this population. Practical implications Differential effectiveness of HF through diagnostic subgroups such as alcohol use and drug use is varied with alcohol use being found to decrease due to the HF programme, but findings relating to other drug use outcomes are varied. As most previous studies used the Addiction Severity Index (ASI) to measure substance use among participants, however, the ASI, a self-reporting measure has unstable criterion validity and can cause under or over reporting of substance use. Structured toxicology or diagnostic assessments of substance use must be used for research instead to assist researchers in making firm conclusions about the reported rates. Social implications The slightly poorer housing outcomes among people who use substances indicate that this group may need more intensive approaches to finding and maintaining housing. Additional services for the group that address comorbid problems and consequences relating to substance use are required. It is suggested that housing should be provided within an integrated model that offers additional support services such as case management as when well matched to clients, case management appears to be an effective intervention among homeless sub-populations, as it reduces substance use, improves quality of life and health outcomes, improves social connectedness and increases housing tenure and satisfaction. Originality/value This scoping review concludes that additional research is required to conclusively determine whether HF is an effective intervention for homeless substance users. Future researchers must use formal assessments of substance use and ensure clear reporting of the HF intervention is accomplished. It is recommended for researchers and policymakers to consider the specific needs of the people who use drugs before HF implementation for this population.

Navigating competing tensions: A qualitative study of experiences and perceptions of leadership among emergency medicine doctors.

Emergency medicine (EM) doctors are often required to manage a diverse set of complex challenges; navigating direct patient care, systemic issues and inter-professional interactions. Leadership is well recognised as crucial in optimising both the delivery and the quality of patient care. There is a clear need to gain greater understanding of the reality of EM leadership through exploring doctors' experience and perception of leadership in EM, yet there is a paucity of research focusing on this area. The objective of the present study was to explore the research question: 'What are the experiences and perceptions of leadership by EM doctors?' This single-site qualitative study was undertaken using semi-structured in-depth individual interviews to collect data. Interviews were audio recorded, transcribed and de-identified. Reflexive thematic analysis was performed by the research team with the aid of DelveTool software. Our sample included nine participants incorporating consultants and registrars. Three major themes were identified: (i) situational tensions, (ii) relational tensions and (iii) leadership style tensions. Each of these was further explored with subthemes discussed separately. Leadership within the ED is complex and multifaceted, with doctors required to navigate many competing tensions. The present study highlighted key areas for future leadership development, including situational awareness, emotional intelligence and a fluid approach to leadership styles. The present study provides an important step towards enhancing the development of targeted leadership training for EM doctors.

Developing A Piano Teaching Model for Music Majors in Chinese Higher Education and Improving Student's Piano Playing Skills

China's economic and social development, cultural industry progress, and improved living standards have led to a diversified society for piano professionals and applied talents. This study aimed to analyze the piano teaching mode in higher schools. Explore the existing piano teaching modes at home and abroad, and analyze the characteristics, advantages, and shortcomings of different teaching modes and evaluate the new piano teaching mode and verify its effect of improving students' piano playing application ability. The current study clarified the related implications under the initial dimensions for a follow-up particular analysis by examining the syllabi of piano teaching models from five universities' music programs using the Research & Development (R&D) theoretical framework. The study examines and contrasts relevant research on domestic piano instruction models through a survey of the literature. This stage seeks to categorize and condense the findings of previous research, comprehend the theoretical underpinnings and real-world application of applied talent training models both domestically and internationally, and offer a theoretical framework and point of reference for this investigation. This study employs various research tools, including literature analysis, structured questionnaires, observation forms, and checklists, to collect comprehensive data to address the research questions. It explored that teaching methods: at present, China's higher education piano teaching methods are diverse, emphasis on skills training, ignoring the cultivation of music literacy. In the process of teaching, teachers tend to focus on demonstration, and students have fewer opportunities to practice, which leads to the lack of students' innovative ability. The Curriculum: China's higher education piano teaching is based on professional courses, and a small number of elective courses in the curriculum to assist. As a result, the content of the curriculum is relatively single and lacks the cultivation of students' comprehensive ability. The Evaluation system: China's higher education piano teaching is mainly based on performance examination, which overly emphasizes technical indicators and neglects musical expression and creativity. In addition, the evaluation standard is too uniform, making it difficult to meet students' individual needs.

Public and scholarly interest in social robots: An investigation through Google Trends, bibliometric analysis, and systematic literature review

The COVID-19 pandemic has expedited the integration of social robots within the healthcare sector. This research employs a tripartite methodology, combining Google Trends analysis, bibliometric analysis, and a systematic literature review, to gauge both public and research interest in social robots within the healthcare domain. In the Google Trends analysis, search query data for “Social Robots” was retrieved, encompassing both “all categories” and the specific “health” category. Seasonal effects on relative search volumes (RSV) were assessed through the cosinor model. The analysis confirmed statistically significant seasonal patterns in RSV for “social robots” within the “health” category. Conversely, for the broader “all categories,” only the intercept showed significance, while sinw and cosw were deemed insignificant. For bibliometric analysis, the global literature on “robotics” and “healthcare” was examined in the SCOPUS database. From the extensive pool of publications, 144 relevant studies were identified out of 4037 publications. These studies were further analyzed using VOSviewer, providing insights into recent trends and hot topics concerning social robots in healthcare. The systematic literature review focused on 46 articles published from 2019 to the end of 2023. The findings revealed a lack of consensus on the drivers, barriers, and outcomes associated with social robot acceptance and human-robot interaction (HRI). The study systematically maps the existing research on these aspects, introducing a novel categorization and presenting the concept of a “robot user's ecosystem.” This concept emphasizes the imperative involvement of all stakeholders in the development and understanding of social robots. Ultimately, this methodological approach not only identifies nine research gaps in the current literature but also formulates numerous research questions to guide future researchers in this domain.

Understanding The Correlation Between Self-compassion And Psychological well-being Among Young Adults In India

The present study examined the correlation between self-compassion and psychological well-being subscales (personal growth, environmental mastery, purpose in life, self-acceptance, autonomy, and positive relationships with others) in young adults in India. The sample (aged 18–40, N = 109) was collected using a non-probability sampling technique from various regions of India. The tools used were the Self-Compassion Scale (Neff, 2003) and the Psychological Wellbeing Scale (Ryff, 1989). The data were found to be normally distributed, so Spearman’s rank correlation coefficient was used for analysis. The study aimed to address research questions such as Hypothesis 1, which posits no significant correlation between levels of self-compassion and psychological well-being. Hypothesis 2, on the other hand, proposes a significant correlation between these levels. The results indicate a positive correlation between self-compassion and the psychological well-being subscales of personal growth, purpose in life, self-acceptance, and positive relationships with others and no significant correlation between Environmental mastery and Autonomy in young adults. This finding contributes to our understanding of self-compassion by exploring the downstream effects of its components.

Sustainability in Healthcare: An Investigation into Dynamic Employee Recruitment, Engagement and Retention

The healthcare industry is one of the largest and most complex industries with relatively low employee retention rates and multiple groups of professionals with divergent interests and requirements. Talent management strategies including employee retention have become increasingly important to the healthcare industry with already established deficits among groups of professionals. This study aims to evaluate the current employee retention practices in healthcare, factors affecting employee retention within the healthcare sector and sustainable measures ensuring dynamism of employee retention. This study uses secondary data and the systematic literature review methodology to answer the research questions. A total of 17 studies were included in the study based on the inclusion and exclusion criteria of the study. Studies were collected and reviewed using the SALSA framework for systematic literature review and meta-analyses. This study included qualitative, quantitative, and mixed methods research as well as observational and experimental studies. This study found that similar to other industries, factors that affect employee retention within organisations included reward and recognition, compensation and benefits, training and development, job flexibility and opportunities for career development. The most significant finding of this study includes mentorship, social capital, comprehensive orientation, decentralised education, recruitment process and employer branding as measures for sustainable employee retention within healthcare organisations.

Guide to Decomposition of Causal Effects Into Mediation, Interaction, and Direct Effects: Case Study on Aerobic Exercise and Parkinson Disease.

Mediation analysis can be applied in medical research with the aim of understanding the pathways that operate between an exposure and its effects on an outcome. This method can help to improve our understanding of pathophysiologic mechanisms and may guide the choice of potential treatment strategies. Traditional mediation analysis decomposes the total effect of an intervention on the outcome into 2 effects: (1) an indirect effect, from exposure using a mediator to the outcome, and (2) a direct effect, directly from exposure to outcome. A limitation of this method is that it assumes no interaction between the exposure and the mediator, which can either lead to an over- or underestimation of clinically relevant effects. The "4-way decomposition" method has the advantage of overcoming this limitation. Specifically, the total effect of an exposure on the outcome is decomposed into 4 elements: (1) reference interaction (interaction only), (2) mediated interaction (mediation and interaction), (3) the pure indirect effect (mediation but not interaction), and (4) the direct effect (no mediation and no interaction). We provide a guide to select the most appropriate method to investigate and decompose any causal effect given the research question at hand. We explain the application of the 4-way decomposition and illustrate this with a real-world example of how aerobic exercise may influence motor function in persons with Parkinson disease.

Electrical impedance based condition monitoring of machine elements–a systematic review

Condition monitoring of machine elements becomes more important over the last years. Different approaches to detect failures in mechanical components have been developed. All these methods are located at a distance from the point of interest, the observed machine element. This leads to uncertainties in the data, which influences the data quality negatively. Using the electrical impedance for condition monitoring enables in situ measurement with reduced uncertainties and higher data quality. In the last years, research considering this topic was done, but a systematic overview is missing. In this article, a systematic literature research according to the PRISMA approach is fulfilled. The main questions are, what application fields for electrical impedance-based condition monitoring approaches exists and which research gaps are not addressed yet. At the end, 21 articles are categorized in their application fields. Analyzing their content, research questions are identified which have to be addressed in further investigations.

Wounded healer nurses: a qualitative content analysis of the positive traits of nurses affected by chronic cardiovascular disease

BackgroundThe wounded healer concept refers to healthcare providers who, in the past, have had similar experiences to those of their clients and now draw on these challenging experiences to assist their clients. This study explored the positive traits of nurses with chronic cardiovascular diseases who transitioned to wounded healers.MethodsA qualitative content analysis study was conducted within hospitals in Tehran, Iran, between November 2023 and March 2024. Sampling was conducted using a purposive sampling method in accordance with the study objectives and inclusion criteria. The data were collected through semi-structured face-to-face interviews. Twenty-three participants, comprising 16 females and 7 males, participated in the interviews. Data analysis was conducted by employing a qualitative content analysis approach, including creating codes, subcategories, generic categories, and main categories. MAXQDA v20 software was utilized to facilitate the analysis process.ResultsThe data analysis revealed one main category that aligned with the research question: the positive traits of a wounded healer nurse, consisting of three generic categories: (1) traits related to interpersonal and professional relationships; (2) traits related to the professional dimension; and (3) traits related to the personal dimension. wounded healer nurses demonstrate positive traits that enhance patient care.ConclusionsThe findings of this study have important implications for nursing practice and education. By identifying the positive traits exhibited by nurses as wounded healers affected by chronic cardiovascular diseases, nursing programs can emphasize and strengthen these qualities to convert challenges into opportunities and bridge the theory-practice gap.

Wounded healer nurses: a qualitative content analysis of the positive traits of nurses affected by chronic cardiovascular disease

BackgroundThe wounded healer concept refers to healthcare providers who, in the past, have had similar experiences to those of their clients and now draw on these challenging experiences to assist their clients. This study explored the positive traits of nurses with chronic cardiovascular diseases who transitioned to wounded healers.MethodsA qualitative content analysis study was conducted within hospitals in Tehran, Iran, between November 2023 and March 2024. Sampling was conducted using a purposive sampling method in accordance with the study objectives and inclusion criteria. The data were collected through semi-structured face-to-face interviews. Twenty-three participants, comprising 16 females and 7 males, participated in the interviews. Data analysis was conducted by employing a qualitative content analysis approach, including creating codes, subcategories, generic categories, and main categories. MAXQDA v20 software was utilized to facilitate the analysis process.ResultsThe data analysis revealed one main category that aligned with the research question: the positive traits of a wounded healer nurse, consisting of three generic categories: (1) traits related to interpersonal and professional relationships; (2) traits related to the professional dimension; and (3) traits related to the personal dimension. wounded healer nurses demonstrate positive traits that enhance patient care.ConclusionsThe findings of this study have important implications for nursing practice and education. By identifying the positive traits exhibited by nurses as wounded healers affected by chronic cardiovascular diseases, nursing programs can emphasize and strengthen these qualities to convert challenges into opportunities and bridge the theory-practice gap.

Residential segregation and summertime air temperature across 13 northeastern U.S. states: potential implications for energy burden

High ambient summertime temperatures are an increasing health concern with climate change. This is a particular concern for minoritized households in the United States, for which differential energy burden may compromise adaptive capacity to high temperatures. Our research question was: Do minoritized groups experience hotter summers than the area average, and do non-Hispanic white people experience cooler summers? Using a fine-scaled spatiotemporal air temperature model and U.S. census data, we examined local (within-county) differences in warm season cooling degree days (CDDs) by ethnoracial group as a proxy for local energy demand for space cooling across states of the northeast and mid-Atlantic U.S. in 2003–2019. Using state-specific regression models adjusted for year and county, we found that Black and Latino people consistently experienced more CDDs, non-Hispanic white people experienced fewer CDDs, and Asian populations showed mixed results. We also explored a concentration-based measure of residential segregation for each ethnoracial group as one possible pathway towards temperature disparities. We included the segregation measure as a smooth term in a regression model adjusted for county and year. The results were nonlinear, but higher concentrations of white people were associated with lower annual CDDs and higher concentrations of Latino people were associated with higher annual CDDs than the county average. Concentrations for Black and Asian people were nonmonotonic, sometimes with bowed associations. These findings suggest that present-day residential segregation, as modeled by spatially smoothed ethnoracial subgroup concentrations, may contribute to summertime air temperature disparities and influence adaptive capacity. We hope these findings can support place-based interventions, including targeting of energy insecurity relief programs.

Exploring the Nexus of Climate Change and Substance Abuse: A Scoping Review

Introduction: The increase in average air temperature and multiple extreme weather events, such as heatwaves and droughts, pose significant health risks to humans. This scoping review aims to examine the current state of the existing literature concerning the potential relationship between substance abuse and climate change, along with the aspects it encompasses. Material and methods: The review followed PRISMA guidelines for methodological rigor, aiming to identify studies on drug abuse. Searches were conducted across the primary databases using specific search strings. Quality assessment involved evaluating the research question’s clarity, search strategy transparency, consistency in applying the inclusion/exclusion criteria, and reliability of data extraction. Results: Most studies were conducted in the USA. They included observational and retrospective quantitative studies, as well as qualitative and prospective observational ones. Research examined the correlation between extreme weather and some substance abuse. All studies analyzed the adverse effects of climate change, especially heatwaves, on both physiological and pathological levels. Conclusions: The scoping review notes the scarcity of studies about the correlation between substance abuse and climate change, and emphasizes the threats faced by individuals with substance abuse and mental health disorders due to climate change.

Exploring the Nexus of Climate Change and Substance Abuse: A Scoping Review

Introduction: The increase in average air temperature and multiple extreme weather events, such as heatwaves and droughts, pose significant health risks to humans. This scoping review aims to examine the current state of the existing literature concerning the potential relationship between substance abuse and climate change, along with the aspects it encompasses. Material and methods: The review followed PRISMA guidelines for methodological rigor, aiming to identify studies on drug abuse. Searches were conducted across the primary databases using specific search strings. Quality assessment involved evaluating the research question’s clarity, search strategy transparency, consistency in applying the inclusion/exclusion criteria, and reliability of data extraction. Results: Most studies were conducted in the USA. They included observational and retrospective quantitative studies, as well as qualitative and prospective observational ones. Research examined the correlation between extreme weather and some substance abuse. All studies analyzed the adverse effects of climate change, especially heatwaves, on both physiological and pathological levels. Conclusions: The scoping review notes the scarcity of studies about the correlation between substance abuse and climate change, and emphasizes the threats faced by individuals with substance abuse and mental health disorders due to climate change.

Amelioration of a liturgical ethos mindful of anamnesis and its convergence with environmental justice

This article deals with the problematic praxis of life in the Anthropocene amidst the urgent calls for environmental justice. Normally, people are confused and misled by this concept due to a political ringtone. However, the article argues that justice or righteousness should always be integral to a faith community’s outlook on life. Among numerous other ministry manifestations, liturgical praxeology offers unique opportunities to establish a deep-rooted liturgical ethos. Contemplation about the harmful effects of injustices on a meaningful life provides the opportunity to reconsider how liturgy can enhance or ameliorate a liturgical ethos grounded in moral principles. The concept of ethos touches on the persuasive or performative essence of liturgical enactment. If this is the case, surely a hunger for destruction, wars, and devastating acts that limit opportunities for a liveable life in the environment should be considered essential. The liturgical ethos must remind people to remember the precious memories of what should be done regarding righteousness (justice) and wardship. In laying the foundation for a deep-rooted ethos, responsibility takes centre stage. Faith communities, by emphasizing this sense of responsibility, can contribute towards a renewed hunger for justice and righteousness in their environments. The research question guiding this exploration is articulated as follows: How can liturgical ethos, with explicit reference to anamnesis and its convergence with the gravity of environmental justice, contribute to fostering responsibility for the environment among participants of the liturgy? This question is addressed through a qualitative literature study. Browning (1996:34), for example, is interested in practical wisdom’s (phronesis) purpose of understanding human action and defines a research activity as a process that starts with a description and then moves to the endeavour of systemization. Eventually, strategizing perspectives will offer liturgical perspectives on a liturgical ethos or praxeology that could promote moral responsibility among the liturgy participants.

An extended TOE framework for local government technology adoption for citizen participation: insights for city digital twins for collaborative planning

Purpose This study aims to understand and explain factors that influence how, when and under which conditions local governments adopt digital technologies for citizen collaboration. It discusses what these findings mean for city digital twin adoption. Design/methodology/approach This research uses the systematic literature review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) process to collect and evaluate evidence needed to answer the research questions. It uses the technology–organisation–environment (TOE) framework and proposes an additional dimension: “stakeholders” as the analytical framework. Findings Critical influential factors identified include the technology dimension: security and privacy; organisation dimension: top management support; environment dimension: political influence; and stakeholders’ dimension: technological experience. Research limitations/implications This research extends the TOE framework and comprehensively analyses those factors which relate to citizens but significantly impact local government’s decision to adopt digital tools for collaboration purposes. This research posits that in the context of local government technology adoption for collaboration, both the organisation and stakeholders’ dimensions are critical. Social implications This research contributes to the government-citizen discourse and provides a constructive understanding of technological transformation in collaborative planning. The findings are helpful for local governments, researchers and geospatial industries as they offer a critical understanding of digital technology adoption, particularly city digital twins, for collaborative planning. Originality/value This study extends the TOE framework to include aspects relating to citizens. It provides a nuanced understanding of the influential factors and intricacies of technology adoption by local governments for citizen collaboration. It also discusses relevant issues of city digital twins’ adoption by local governments for citizen participation.