bluuebunny/crossref_metadata_2025_split huggingface dataset:
An adaptive organisational leadership framework through systems thinking
Authors: Abukalusa Khalid , Oosthuizen Rudolph 
Published: January 2025

Purpose
The purpose of this study is to present an adaptive organisational leadership framework using systems thinking (ST) to address challenges within volatility, uncertainty, complexity and ambiguity (VUCA) environments. The framework is intended to guide leaders in improving organisational adaptability and resilience.

Design/methodology/approach
A systematic literature review was conducted alongside qualitative interviews with 16 experienced leaders from various sectors. A semi-structured interview format ensured robust validation of the proposed framework. The synthesis of primary and secondary data identified critical elements for effective adaptive leadership in a VUCA context.

Findings
The adaptive leadership framework consists of three core components: the leader, the followers and the organisational context. ST, future thinking, mental models and adaptive change management form the structural basis of the framework. Interviews with industry experts highlighted mental models’ critical role in adaptive change, highlighting their importance for decision-making. The findings demonstrate the framework’s potential for enhancing strategic responses to complex challenges.

Practical implications
The framework provides practical guidance for contemporary leaders, helping them to foster a culture of adaptability within their organisations to manage complex situations better.

Originality/value
This research introduces a novel framework integrating adaptive leadership qualities with ST principles. A systemigram illustrates how interconnected elements empower leaders to navigate dynamic environments effectively. The framework addresses current leadership model gaps by promoting resilience and agility.
Understanding the relationship between coopetition and startups’ resilience: the role of entrepreneurial ecosystem and dynamic exchange capability
Authors: Zhang Mengjie , Li Xiaolin 
Published: January 2025

Purpose
This study aims to grounded in the dynamic capability theory and focuses on the dynamic exchange capability framework, encompassing networkbuilding capability and resource integration capability, to explore the relationship between coopetition and resilience, with ecosystem digitalization serving as the boundary condition.

Design/methodology/approach
This study uses a survey study among 382 B2B startups with second-hand data from the city level.

Findings
Startups engaged in coopetition activities can build resilience through the mediating effects of network-building capability and resource integration capability. In addition, ecosystem digitalization positively moderates these relationships.

Practical implications
This study advocates for entrepreneurs to leverage coopetition to enhance resilience by activating network-building capability and resource integration capability and to apply ecosystem digitalization throughout this transformation process.

Originality/value
Many studies have discussed how to strengthen the resilience of startups, but the role of the entrepreneurial ecosystem in constructing resilience has received little attention. This study contributes to the understanding of the causal relationship between entrepreneurial ecosystem and entrepreneurship, promotes the development of the dynamic exchange capability framework, and sheds light on the flow of resources across borders within ecosystems.
The impact of Russian–Ukrainian conflict on international financial markets: a comparative analysis of oil-importing and oil-exporting countries
Authors: Salem Rania Abdelfattah , Lila Salma , Lewaaelhamd Israa 
Published: January 2025

Purpose
This paper aims to examine the effect of the Russian–Ukrainian conflict on international financial markets. The authors investigate the impact of oil price fluctuations on stock markets’ performance in oil-importing versus oil-exporting countries in the period 2017–2023, pre and during the Russian–Ukrainian conflict.

Design/methodology/approach
The paper applies Static Panel Data for the monthly periods from 1 January 2017–31 December 2019, reflecting the time pre-conflict and from 28 November 2021–25 September 2023, reflecting the time during the conflict.

Findings
Oil prices has a significant negative impact on stock market performance in both oil-importing and exporting countries. Further analysis shows that the Russian–Ukrainian conflict reveals significant negative impact for exporting countries before the conflict, whereas the negative impact is only significant during the conflict in the case of importing countries.

Research limitations/implications
The findings are subject to several limitations. Focusing solely on the Russia–Ukraine conflict limits the generalizability of the results. The study captures only short-term effects, potentially missing longer-term market dynamics. Data constraints and the use of fixed and random effects models may not fully account for complex, nonlinear relationships. Additionally, excluding factors like interest rates and trade dynamics narrows the analysis, and treating oil-exporting and importing countries as homogenous groups overlooks critical country-specific factors. These limitations highlight important avenues for future research to gain a more nuanced understanding of geopolitical impacts on financial markets.

Practical implications
The Russia–Ukraine conflict highlights the urgent need for oil-importing countries to diversify their energy sources to reduce supply risks and stabilize markets. Moreover, investors should refine their strategies by adopting a more detailed, asset-specific approach and dynamic portfolio management to mitigate risks. Including crude oil in diversified portfolios can hedge against market volatility, providing stability during geopolitical crises.

Social implications
Given the global nature of oil markets, enhanced international policy coordination is crucial. Policymakers must collaborate to swiftly address oil supply disruptions, particularly as major economies like the US play pivotal roles in transmitting oil shocks. Additionally, understanding the interaction between economic variables and market dynamics will further strengthen risk management and policy interventions, enhancing overall financial stability.

Originality/value
This research presents a seminal study examining the relationship between oil prices and the stock market amid the Russian–Ukrainian conflict. The authors analyse the effect of oil price fluctuations caused by the conflict on stock markets in oil importing versus oil exporting countries.
AI-powered floor plan analysis for feature extraction in automated valuation models
Authors: Kringeland Tor , Aarsnes Ulf Jakob Flø , Oust Are 
Published: January 2025

PurposeThe purpose of this article is to test whether floor plan image segmentation can be used to improve automated valuation model (AVM) accuracy and whether image segmentation provides the opportunity to assess single aspects of property floor plans.Design/methodology/approachUsing a dataset comprising floor plans of 5,498 apartments sold in Oslo, we estimate balcony sizes by image-segmenting the rooms in floor plans using our machine learning model FloorPlanNet and extracting the size of the balcony from the segmentation. We also extract balcony size using text recognition. Then we utilize two models for AVM estimation – hedonic regression (linear OLS) and the non-linear XGBoost model – before measuring feature importance using SHAP.FindingsOur experiments show that including balcony size as a feature in AVMs enhances model performance. We also find that balcony size has a positive but diminishing impact on property price.Research limitations/implicationsDemonstrating that image segmentation can be used for valuation in AVMs opens up the possibility to value numerous other aspects of dwelling floor plans.Practical implicationsThe use of floor plans in AVMs can provide a more objective valuation of single apartment floor plan aspects, giving architects and developers better insights into how homes should be designed.Originality/valueTo our knowledge, this is the first attempt to extract features for use in AVMs from floor plans.
Exploring the O Zone effect: how own, others and outer influences shape green purchasing behaviour in e-commerce
Authors: Sharma Nitika , Paço Arminda 
Published: January 2025

Purpose
This study aims to explore the impact of Own, Others and Outer influences (O3) on green purchasing behaviour in e-commerce. The study uses the O ZONE model and Stimulus–Organism–Behaviour–Consequence (SOBC) framework to analyse the impact of green intentions, green product awareness and green self-efficacy.

Design/methodology/approach
This study collected data from 405 respondents through a self-administered questionnaire and analysed the data via partial least squares structural equation modelling and necessary condition analysis using the software SmartPLS.

Findings
The findings indicate that O3 factors significantly affect green product awareness among consumers, with “Own” having no impact in ecommerce. Furthermore, this study found that green self-efficacy fully mediates the relationship between green product awareness and purchasing intentions. Interestingly, the results suggest that e-commerce recommendations (others) and marketer persuasion (outer influence) have a greater impact on green product awareness, which in turn influences green buying intentions via green self-efficacy, compared to personal knowledge (own). Finally, it shows that green purchase intentions lead to green buying behaviour.

Practical implications
This study helps to understand how to create green product awareness through information transfer and ways to enhance green self-efficacy to motivate green buying behaviour. Hence, it offers valuable insights for practitioners, policymakers and managers in green and digital marketing, highlighting the importance of effective knowledge transfer to enhance green consumer behaviour. Marketers can better understand the factors influencing consumers’ awareness of green products, such as personal knowledge, online reviews, recommendations from e-commerce websites and marketing campaigns.

Social implications
The findings add new insights to the existing knowledge of green purchasing behaviour in e-commerce by highlighting the importance of understanding the factors that influence consumers’ green product awareness and self-efficacy. In addition, it underscores the relative impact of O3 factors on green purchasing behaviour, aiding the development of effective marketing strategies promoting green products in ecommerce platform.

Originality/value
Highlighting the ever-evolving nature of the e-commerce industry, this study stresses the importance of staying abreast of trends for marketer success. It reiterates the significance of adapting strategies to align with emerging industry practices and consumer preferences.
The influence of quality signals on consumers’ online viewing behavior based on the signal authenticity and dual functions of price
Authors: Cui Ningning , Zhang Jianyu 
Published: January 2025

Purpose
The profound impact of the COVID-19 pandemic on the film industry has underscored the growing significance of online movies. However, there is limited research available on the factors that influence the viewership of online films. Therefore, this study aims to use the signaling theory to investigate how signals of varying qualities affect online movie viewership, considering both signal transmission costs and prices.

Design/methodology/approach
This study uses a sample of 1,071 online movies released on the iQiyi from July 2020 to July 2022. It uses OLS regression and instrumental variable method to examine the impact of various quality indicators on the viewership of online movies, as well as the moderating effect of price.

Findings
After conducting a thorough analysis of this study, it can be deduced that the varying impacts on online movie viewership are attributed to disparities in signal transmission costs. Specifically, star influence and rating exhibit a positive effect on the viewership of online movies, whereas the number of raters has a detrimental impact. Furthermore, there exists an “inverted U-shaped” relationship between the number of reviews and online movie viewership. Additionally, within the consumer decision-making process, both price-cost and price-quality relationships coexist. This is evident as prices negatively affect online movie viewership but positively moderate the relationship between rating, number of reviews and online movie viewership.

Originality/value
The research findings of this study offer valuable insights for online film producers to effectively leverage quality signals and pricing, thereby capturing market attention and enhancing film profitability.
Pandemic policing: how policing changed during the COVID-19 pandemic
Authors: Saulnier Alana , Zuzunaga Zegarra Daniela 
Published: January 2025

PurposePolice were key to enforcing and managing COVID-19 emergency orders, but many police services were not prepared for such an emergency. In Ontario, Canada, each service was responsible for crafting its own procedures for responding to the pandemic. This study synthesizes changes documented by Ontario-based services.Design/methodology/approachWe conducted a qualitative thematic analysis of COVID-19-related documents (e.g. emails, guides and recommendations, orders, directives, policies and procedures, questionnaires and checklists and strategic plans) produced by 14 municipal police services across Ontario, Canada.FindingsThe documents reveal ways that police services were affected by the pandemic. These changes are organized into four themes: intra-organizational changes, officer wellness, inter-agency coordination and collaboration and community-police relations.Originality/valueThe study works with data from multiple police services to document the range of ways that policing changed to adapt to the pandemic. Understanding how police services navigated the pandemic facilitates preparedness for future civil emergencies.
Role of records and archives in countering disinformation and misinformation: the perspective of LIS educators in Nigerian universities
Authors: Ailakhu Ugonna Vivian 
Published: January 2025

Purpose
This study aims to fill the research gap in Nigeria and Africa concerning the role of records and archives in countering disinformation and misinformation.

Design/methodology/approach
Using a descriptive research design and qualitative method, the perspectives of LIS educators from two federal universities in Nigeria are explored. A purposive sampling technique was used to select both institutions and participants for the study by linking up with heads of each library school involved in the study. The data collection exercise started from the 3rd to the 19th of July 2023. In the process of conducting the study, 12 participants voluntarily participated in the interviews and discussion sessions lasted for two weeks interval.

Findings
The findings from the study highlight the crucial role of archives as guardians of primary sources, enabling fact-checkers to verify information and challenge deceptive narratives effectively. The findings also showed that archives also offer historical context, countering the distortion of information in disinformation campaigns. The study acknowledges challenges such as limited access to certain archival materials and concerns about data privacy, underscoring the importance of vigilance against manipulation and misinformation. Overall, the findings emphasized the significance of using archives to combat false information and create a well-informed society.

Originality/value
Three key recommendations emerged from the study: enhancing archival accessibility and digitalization, integrating archival materials into media literacy programs and fostering collaborative partnerships between archivists and fact-checkers. Implementing these recommendations will enable better utilization of insights from this study in countering disinformation and misinformation, ultimately mitigating their impact.
A comprehensive assessment of the government of Tanzania health operation management information system using participatory action research
Authors: Mambile Cesilia , Mwogosi Augustino 
Published: January 2025

Purpose
This study uses a participatory action research (PAR) approach to evaluate the implementation and impact of the government of Tanzania health operation management information system (GoTHOMIS) on healthcare services in Tanzania. The primary objective is to assess the strengths, weaknesses and overall impact of GoTHOMIS.

Design/methodology/approach
The research uses a PAR methodology, involving active engagement with stakeholders from healthcare facilities, administrators and information technology experts. Data collection methods consist of key informant interviews and document analysis. The study strategically examines various aspects, including pre-implementation planning, challenges during implementation, system features and the strengths and weaknesses of GoTHOMIS. Furthermore, the focus extends to understanding the impact of GoTHOMIS on healthcare services.

Findings
The findings underscore critical areas for improvement, particularly in the pre-implementation planning stage. The study reveals issues related to a top-down approach and insufficient user participation, hindering the successful implementation of GoTHOMIS. Challenges such as inadequate infrastructure, power outages, missing diagnostic codes and compatibility issues with peripheral devices are identified. Despite these hurdles, GoTHOMIS exhibits strengths like improved accessibility, integration with the reporting system by the MTUHA government and automation of clinical tasks.

Originality/value
The study’s originality lies in applying a PAR approach to assess GoTHOMIS. This methodology provides valuable insights into the implementation challenges and suggests potential improvements. The study contributes to the existing body of knowledge by offering a detailed understanding of GoTHOMIS’s strengths and weaknesses, enhancing the potential for effective health management information systems.
Vulnerability to Climate Change: Ethnic Minorities in Southwest China
Authors: Yang Hua , He Jun , Li Zhinong , Su Yufang , Xu Jianchu 
Published: January 2025

ABSTRACTBased on a large‐scale survey of 1216 households, this research examined the differential vulnerability of diverse ethnic groups who have traditionally inhabited the climate‐sensitive area of Southwest China in the Eastern Himalayas. The livelihood vulnerabilities of five ethnic groups that reside across different ecological zones were evaluated and compared using the Livelihood Vulnerability Index (LVI) and Livelihood Vulnerability Index–Intergovernmental Panel on Climate Change (LVI–IPCC). Binary and multiple logistic regression models were used to analyze the effects of geography, income, and household characteristics on respondents' perceptions of the four most perceived climate events. The combined results of overall LVI and LVI–IPCC scores indicate that the Tibetan ethnic group is the most vulnerable to climate change, followed by the Bai, Han, Naxi, and Lisu. Intertwined biophysical, socioeconomic, and cultural factors affect climate change vulnerability. The ethnic groups residing in high‐altitude, steep, and remote areas, as well as farmers with lower livelihood diversity and a smaller proportion of nonagricultural income, were indicated to be most severely affected by climate events. As a timely piece of evidence‐based and policy‐informed research for decision‐makers, the findings represent a clarion call for deepening understanding of cultural differences between ethnic minorities in order to properly mitigate the effects of climate change.
Development of the house fly, Musca domestica L. (Diptera: Muscidae), on pork tissue at two temperatures
Authors: Flint Casey A. , Rhinesmith‐Carranza Jennifer , Bell Riley , Tomberlin Jeffery K. 
Published: January 2025

AbstractThe house fly, Musca domestica, L. (Diptera: Muscidae), is a filth fly that is often associated with criminal and civil investigations surrounding abuse, neglect, and death of humans and other vertebrates. However, development data, which are crucial for determining the age of immatures collected under forensically relevant circumstances, are limited. Given the lack of data and the recognition of population‐specific growth patterns, the aim of this study was to generate data for development of a M. domestica population from Texas, USA, on decomposing lean pork at 24.0°C (i.e., approximate room temperature in Texas) and 37.0°C (i.e., approximate human body temperature). As expected, fly development significantly differed between temperatures with development at the higher temperature taking significantly less time (development from egg to adult emergence occurred c. 48.5% faster at 37.0°C than at 24.0°C). The value of this dataset is demonstrated through an applied comparison with previously published data for the house fly. Differences in development times across life stages for the studies are evident, with shorter time of colonization estimations using the data published by Wang et al. (2018), especially in later life stages. These data represent the first development dataset for the house fly on decomposing flesh in North America. Furthermore, the comparison with the previously published dataset demonstrate data from this study are of value for future forensic investigations in Texas or possibly other parts of the United States where this species is encountered, as they can be used to determine time of colonization.
Predictors of online and offline activism in hybrid regime society – Serbian study
Authors: Pedović Ivana , Pejičić Marija , Đorić Stefan 
Published: January 2025

AbstractIn Serbia, categorized as a hybrid or semi‐authoritarian system by Freedom House, exploring activism is crucial. Two cross‐sectional studies were conducted to examine predictors of online and offline civic activism in a society favouring punitive measures and limiting open dialogue. The first study involved 1107 participants (65.1% female, 33.2% male and 1.6% in other categories; Mage = 28.15 years), while the second included 2306 individuals (67.5% female, 30.2% male and 2.3% in other categories; Mage = 28.1 years). We modelled the relationship between predictor variables and a dependent variable at different quantiles of the distribution (25th, 50th, 75th and quantile marked with theoretical middle points of online and activism scales) using quantile regression. Results highlighted perceived policy control, social generativity and conscientiousness as key predictors across different levels of both online and offline activism. Personality traits like extroversion, neuroticism and honesty have different effects on online versus offline activism, suggesting different motivations. Additionally, future‐oriented people participate more offline. The quantile regression, analysing coefficients at different points in the distribution, offered valuable insights into manifestations of activism. These findings are discussed highlighting the complex dynamic of different factors in shaping civic engagement in Serbia's challenging sociopolitical landscape.
The economic surplus: A history of an eventually problematic idea
Authors: Osborne Evan W 
Published: January 2025

AbstractThe economy‐wide economic surplus, defined as output beyond what is needed to sustain the labouring workforce, is one of the oldest ideas in Western political economy. Marx permanently changed economic thinking by characterising it as exploitation. As confidence in government management of economic affairs grew in the twentieth century, how to spend the surplus better than free individuals would spend it themselves became a growing theme among economists and among the broader public. While the role of the surplus in economic theory today is modest, its vibrancy in the public conversation remains.