178 results
Search Results
52. Expert Kaplan–Meier estimation.
- Author
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Bladt, Martin and Furrer, Christian
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STATISTICAL sampling , *EMPIRICAL research , *INSURANCE ,PLANNING techniques - Abstract
The setting of a right-censored random sample subject to contamination is considered. In various fields, expert information is often available and used to overcome the contamination. This paper integrates expert knowledge into the product-limit estimator in two different ways with distinct interpretations. Strong uniform consistency is proved for both cases under certain assumptions on the kind of contamination and the quality of expert information, which sheds light on the techniques and decisions that practitioners may take. The nuances of the techniques are discussed – also with a view towards semi-parametric estimation – and they are illustrated using simulated and real-world insurance data. [ABSTRACT FROM AUTHOR]
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- 2024
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53. Can students' feedback literacy be improved? A scoping review of interventions.
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Little, Tegan, Dawson, Phillip, Boud, David, and Tai, Joanna
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EMPIRICAL research , *EDUCATIONAL intervention , *SPECIAL education , *EVALUATION , *EVALUATION research - Abstract
Student feedback literacy has been the subject of much conceptual literature; however, relatively little intervention research has investigated how and if it can be developed. Further, no evaluation of the current empirical literature has been conducted to assess which elements of feedback literacy can be successfully improved in practice, and which elements need further investigation. This paper seeks to explore how different aspects of feedback literacy have been developed in higher education. A scoping review was conducted to address the foci, nature and success of interventions. The review found evidence that educational interventions enhanced feedback literacy in students, such as managing perceptions and attitudes, and having more confidence and agency in the feedback process. While some interventions have an effect on influencing student feedback literacy, both improved study design and intervention design are required to make the most of future feedback literacy interventions. [ABSTRACT FROM AUTHOR]
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- 2024
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54. Between multilingual ethos and English pathos: how do multilingual scholars navigate international academia?
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Melo-Pfeifer, Sílvia
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MULTILINGUALISM , *ENGLISH language , *STUDENT assignments , *HIGHER education , *EMPIRICAL research - Abstract
This paper reports on a research project which asked scholars to speak about their multilingual and collaborative academic practices. This case study sheds light on the complex and multilayered linguistic choices made by multilingual scholars to comply with the diverse requirements of a multilingual academic life, namely the adoption of EMI (English Medium Instruction). This contribution starts by reconstructing and discussing from a multilingual perspective the different concepts composing EMI. Then, the results of the empirical study, a questionnaire for researchers, are shown by means of descriptive statistics (for the closed questions) and content analysis (for the open questions). Scholars' agency to move across languages depending on their assignments and tensions surrounding the use of English in European universities are emphasised in the discussion. This study allows us to see in a new light the concept and research on EMI, and to envisage new relations between English, instruction, and publication in Higher Education, embracing the broader concept of 'English as one medium in academic life'. [ABSTRACT FROM AUTHOR]
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- 2024
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55. Perfection is a sad and lonely place: A study of existential vulnerability in the life stories of persons struggling with perfectionism.
- Author
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Binder, Per-Einar, Woodfin, Vivian Irena, and Hjeltnes, Aslak
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RESEARCH , *PERFECTIONISM (Personality trait) , *PSYCHOLOGICAL vulnerability , *RESEARCH methodology , *INTERVIEWING , *REMINISCENCE , *QUALITATIVE research , *INTERPERSONAL relations , *EMPIRICAL research , *THEMATIC analysis - Abstract
Under what life conditions do individuals turn to perfectionistic striving and ideals as a solution? The present paper examines how people with perfectionism narrate their relationship to our shared existential vulnerability; that we are vulnerable as human beings, and that the ways we relate to this vulnerability have consequences for psychological health. In the present qualitative study, we explored the life narratives told by nine students with perfectionism, drawing on semi-structured life-story interviews. We conducted an explorativereflexive thematic analysis and identified five themes: 1) Outside--Feeling Alienated, 2) Relating to Chaos, 3) Trying to Control the Painful and Uncontrollable, 4) Islands of Just Being and Positive Contact, and 5) Heading Toward a Balance Between Doing and Being. Their perfectionism can be seen as a way of handling existential vulnerability at a point in their lives where relational resources needed to stay firm in a vulnerable state are lacking. Perfectionistic themes influence their personal identity in the domain of narrative constructions, values, belongingness, and embodiment. Accomplishments were dominant themes in the plots of their narrative self-constructions and values. They felt their "self-made" identities kept others at a distance. However, we also found strivings for a more fulfilling life with broader self-definitions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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56. Unpaid housework and super-exploitation of labor: a suggested model and empirical evidence from Mexico and Colombia.
- Author
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Duque Garcia, Carlos Alberto
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HOUSEKEEPING , *INCOME inequality , *EMPIRICAL research - Abstract
The objective of this paper is to suggest a mathematical model of unpaid housework and empirically test its main predictions using data from Mexico (2014) and Colombia (2017) time-use surveys. The model, based upon the Marxist-feminist approach, suggests that the magnitude of unpaid housework is determined by the super-exploitation of labor, i.e. the gap between wages and the value of labor-power. The outcome is an equation that relates positively the magnitude of unpaid housework with the super-exploitation of labor. The parametric and nonparametric regression estimates applied in both countries show preliminary empirical support for the theoretical model. The theoretical and empirical findings have several implications for Marxist-feminist literature as well as for empirical research on unpaid housework. [ABSTRACT FROM AUTHOR]
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- 2023
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57. Estimation of finite population variance under stratified random sampling.
- Author
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Haq, Abdul, Usman, Muhammad, and Khan, Manzoor
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STATISTICAL sampling , *EMPIRICAL research - Abstract
In this paper, we develop estimators of the finite population variance using the information on the study variable’s first and second raw moments under stratified random sampling. In addition, both combined and separate estimators are also developed for estimating the population variance using supplementary information on a study variable and one or two auxiliary variables. The proposed estimators are compared with the existing estimators in terms of absolute bias and relative efficiency. Based on simulated and empirical studies, it is found that the proposed estimators may outperform the existing estimators. [ABSTRACT FROM AUTHOR]
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- 2023
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58. Slutsky equation in tourism: an empirical study in Vietnam.
- Author
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Nguyen, Minh Cong, Tran, Xuan, and Le, Bao Nguyen
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ELASTICITY (Economics) , *PRICES , *TOURIST attractions , *EMPIRICAL research , *TOURISM , *CITIES & towns - Abstract
The purpose of the paper is to apply the Slutsky equation to the Bass diffusion model to examine the price and income elasticities of hotel demand in different tourist destinations including cultural, commercial, and coastal cities. The sample was a set of 120 points by ex-post data from the Smith Travel Research in Vietnam. Findings indicate the price in a leisure destination in the beginning of the tourist area life cycle is inelastic, whereas the prices in the business and culture destinations at the end of the cycle are elastic. This study identifies the hidden cost when demand increases in the three destinations, ultimately allowing hoteliers to effectively strategize when making price changes within their industry. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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59. STEM postdoc mentoring: a social exchange theory-based conceptual framework.
- Author
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Rida, Padmashree, Karalis Noel, Tiffany, and Miles, Monica L.
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SOCIAL exchange , *EMPIRICAL research , *STEM education , *HIGHER education , *COLLEGE students , *MENTORING - Abstract
Building on empirical research that examines the mentoring experiences of minoritized postdocs in science, technology, engineering, and mathematics (STEM) fields, the researchers conceptualized a framework to cultivate inclusive, supportive, and mutually beneficial mentoring relationships among faculty mentors or Principal Investigators (PIs) and postdocs. The paper begins with an introduction to the STEM postdoc landscape, reviews relevant literature, and leverages data from 31 STEM postdocs at a research-intensive university in the southeast United States to introduce a conceptual framework that sheds light on and expands our understanding of STEM faculty-postdoc mentoring. The paper concludes with practical implications for improving STEM postdoc mentoring in research and practice. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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60. Dream interpretation and empirical dream research – an overview of research findings and their connections with psychoanalytic dream theories.
- Author
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Roesler, Christian
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DREAM interpretation , *PSYCHOANALYTIC theory , *EMPIRICAL research , *PSYCHOANALYSIS , *RESEARCH questions - Abstract
The paper confronts psychoanalytic dream theories with the findings of empirical dream research. It summarizes the discussion in psychoanalysis around the function of dreams (e.g. as the guardian of sleep), wish-fullfilment or compensation, whether there is a difference between latent and manifest content, etc. In empirical dream research some of these questions have been investigated and the results can provide clarifications for psychoanalytic theorizing. The paper provides an overview of empirical dream research and its findings, as well as of clinical dream research in psychoanalysis, which was mainly conducted in German-speaking countries. The results are used to discuss the major questions in psychoanalytic dream theories and points out some developments in contemporary approaches which have been influenced by these insights. As a conclusion the paper attempts to formulate a revised theory of dreaming and its functions, which combines psychoanalytic thinking with research. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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61. Understanding the conditions informing successful STEM clubs: What does the evidence base tell us?
- Author
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Davis, Kate, Fitzgerald, Angela, Power, Margaret, Leach, Tania, Martin, Neil, Piper, Stephanie, Singh, Rena, and Dunlop, Shelley
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STEM education , *STUDENT engagement , *EMPIRICAL research , *LITERATURE reviews , *NONFORMAL education - Abstract
STEM (Science, Technology, Engineering, Mathematics) clubs are gaining momentum as a means for engaging students in STEM-related activities. Despite this growth, there have been limited attempts to examine the conditions that inform practice in these informal educational spaces. This paper addresses that gap through a comprehensive literature review of empirical and practitioner publications, with a focus on synthesising the approaches that support STEM clubs to be effective learning environments. In total, 33 papers were included in this review. Through a rigorous literature review process, the research team identified a number of key focus areas that support the achievement of learning outcomes and programme sustainability. These focus areas are grouped into three key themes – club management, environment, and program evaluation – that STEM club practitioners should attend to in order to ensure a well-informed approach. Within in each theme a number of sub-dimensions were identified, which provide practical insights and lived examples of how these conditions can be enacted within STEM clubs in ways that speak to quality. The evidence-based findings presented in this paper can be used by practitioners to guide STEM club practice. Further, the paper identifies where research is required to explore contemporary practice in informal education settings. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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62. Victim-survivors as co-facilitators of repair and regeneration in Colombia.
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Nieto-Valdivieso, Yoana Fernanda
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SEXUAL abuse victims , *SOCIAL ecology , *GENDER inequality , *EMPIRICAL research - Abstract
This article explores the ways in which women victim/survivors of conflict-related sexual violence and other human rights abuses in Colombia are co-facilitating repair and regeneration in their wider social ecologies – including their families, communities, built and natural environments – through their physical and emotional work. I begin by exploring the concept of co-facilitation which is used in socio-ecological resilience literature to designate the process through which individuals and communities cooperate with their social ecologies to make positive development possible after stressful/traumatic experiences despite systemic inequality and oppression. Using empirical data and following a growing corpus of literature which recognises that during war people are not only harmed but also build life alongside violence, I argue that victim/survivors and women-led organizations cooperate to co-facilitate positive change in women's lives and their communities. The paper concludes by reflecting on the role of these organizations as central resources in women's lives and the need to strengthen them. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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63. Customer satisfaction and fast-food restaurants: an empirical study on undergraduate students.
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Le, Thi My Hanh, Nguyen, Van Ky Long, Le, Thi Thu Hien, Nguyen, Thi Thanh Huong, and Vu, Khoa Nguyen
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CUSTOMER satisfaction , *UNDERGRADUATES , *QUALITY of service , *EMPIRICAL research , *FOOD prices , *RESTAURANTS - Abstract
The fast-food industry has grown in popularity in the last few decades around the world. In Vietnam, the demand for fast food is increasing. Moreover, fast-food restaurants are popular in Vietnam, especially in Da Nang. The purpose of this research is to use the DINESERV scale to evaluate the factors that impact customer satisfaction in fast-food restaurants in Da Nang. A total of 184 respondents of a university in Da Nang, Vietnam from an online survey were used to assess customer satisfaction in fast-food restaurants. The findings revealed that food quality is not a significant influence on customer satisfaction but service quality, price and physical environment have positive impacts. This paper provides potential ways for restaurateurs to improve customer satisfaction by improving their understanding of the roles of the price, service quality, and physical environment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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64. Three teacher identities in two school education systems: Catalonia and Peru.
- Author
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Badia, Antoni
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TEACHING , *TEACHER education , *EDUCATION policy , *EMPIRICAL research - Abstract
This paper provides empirical evidence about the close relationship between two education systems' orientations and priorities and teacher identities. Based on the Dialogical-Self Theory (DST), it identifies different schoolteacher identities and shows that these teacher identities are non-uniformly distributed across two education systems. Forty Catalan and forty Peruvian schoolteachers (eighty in total) provided information about their positions and I-positions concerning teaching via a written survey. The data were analysed using qualitative and quantitative procedures. The findings show three types of teacher identities: an educator and a learning guide, an instructor teaching, and a collaborative innovator. The results further demonstrate that most of the Peruvian schoolteachers assumed the teacher identity as an instructor teaching. In contrast, the Catalan schoolteachers assumed two teacher identities: an educator and a learning guide, and a collaborative innovator. We conclude by suggesting some implications for educational policy, teacher education and school organisation. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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65. Bayesian empirical likelihood of linear regression model with current status data.
- Author
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Liu, Binxia, Zhao, Hui, and Wang, Chunjie
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REGRESSION analysis , *GAUSSIAN distribution , *BAYESIAN field theory , *EMPIRICAL research , *DATA analysis - Abstract
Empirical likelihood has been widely used in survival data analysis recently. In this paper, we combine Bayesian idea with empirical likelihood and develop a Bayesian empirical likelihood method to analyze current status data based on the linear regression model. By constructing unbiased transformation of current status data, we derive an empirical log-likelihood function. The normal prior distribution and a Metro-Hastings method are presented to make Bayesian posterior inference. The theoretical properties of the estimators are proposed. Extensive simulation studies indicate that Bayesian empirical likelihood method performs much better than the empirical likelihood method in terms of coverage probability. Finally, we apply two real data to illustrate the proposed method. [ABSTRACT FROM AUTHOR]
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- 2023
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66. An efficient model for the multiple allocation hub maximal covering problem.
- Author
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Maleki, Mohammad, Majlesinasab, Nahid, and Sinha, Ashesh Kumar
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TELECOMMUNICATION systems , *EMPIRICAL research , *LOCATION problems (Programming) - Abstract
The hub location problem is one of the challenging subjects in location theory. This problem can benefit transportation, telecommunication or delivery systems, in which hub nodes are responsible for receiving, collecting and delivering commodities. This paper discusses the multiple allocation hub maximal covering problem (MAHMCP). In this problem, the flow of an origin–destination pair is transferred via multiple hubs such that the total flow covered by located hubs is maximized. We present a new model for the MAHMCP, which has a significantly smaller number of binary variables compared to previous models. The proposed model is theoretically stronger than past models, and an empirical study using the Australia Post (AP) dataset demonstrates its effectiveness. Our experiments show that the new formulation provides high-quality solutions and fast run times for instances up to 100 nodes. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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67. An empirical study on characteristics of supply in e-hailing markets: a clustering approach.
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Ramezani, Mohsen, Yang, Yue, Elmasry, Jacob, and Tang, Porsiem
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HAIL , *BUSINESS enterprises , *EMPIRICAL research , *PART-time employment , *WORKING hours , *CITIES & towns - Abstract
E-hailing services have disrupted how, when, and where people travel in cities. This paper characterizes the attributes of the supply of e-hailing markets that is reflective of the labor characteristics of the drivers (contractors). Based on a clustering analysis of the observed behavior of an e-hailing company's drivers over a month, the analysis identifies three major groups of drivers: (i) part-time drivers working flexible hours, (ii) part-time drivers working in the evenings, and (iii) full-time drivers. The clustering results of the e-hailing market supply is verified to have consistent characteristics over different days. The results of the clustering method are demonstrated to be effective for prediction of supply. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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68. Philosophising with children – learning to live with uncertainty as a condition of human life and a challenge for teaching and learning.
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Michalik, Kerstin
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TEACHER education , *SCHOOL children , *PRIMARY school teachers , *PHILOSOPHY of education , *LEARNING - Abstract
Uncertainty is a key feature of philosophising with children. It is central to the theory and methodology of philosophical inquiry and the educational assumptions underlying it. Uncertainty also presents a specific challenge for pupils and teachers undertaking philosophical inquiry in the classroom, because mainstream education is mostly based on certainty: reduction of complexity in view of assessment, a focus on students giving the right answers, standardized skills and competencies. This paper presents empirical research, reporting the reflections of primary school children and teachers on their experiences with philosophical inquiry in the classroom. It revisits the opportunities and challenges presented by philosophising with children in mainstream education and discusses the implications for teacher education. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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69. The personal curriculum: conceptions, intentions and enactments of learning across working life.
- Author
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Billett, Stephen
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CURRICULUM , *EDUCATIONAL programs , *EMPLOYABILITY , *EMPIRICAL research , *PRODUCTIVE life span - Abstract
The concept of curriculum as a personal journey is now timely, yet timeless and pertinent as an explanatory basis for understanding learning and development across the lifespan. It addresses a current need to explain adults' learning across working life when achieving individual, occupational, community, and societal goals. Advancing this explanation necessitate elaborating how that learning is realised and can be supported educatively. This conceptual paper presents and discusses the concept of personal curriculum to illuminate and explain pathways of adults' learning and developmental experiences across working lives. It offers a perspective of curriculum as a personal, rather than an institutional phenomenon. It also extends the concept of 'experienced curriculum' beyond periodic episodes of engagement in educational programmes to capture the continuity of educative experiences across the adult life course. Importantly, this concept liberates curriculum from the constraints of something intended, enacted and appraised within specific social settings (e.g. educational and work settings) to be more inclusive of the totality of learners' experiences. The case is made for its conceptual, theoretical and practical salience beyond a focus on institutional imperatives. Drawing upon empirical work on how working age adults sustain their employability across working lives, this conception extends discussions about what constitutes curriculum, to encapsulate the learning pathways individuals take across working life. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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70. Modelling sustainable uniformity of the Australian national uniform legislation through ordinal regression.
- Author
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Hill, Guzyal, Sebastian, Yakub, and Bar-Siman-Tov, Ittai
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UNIFORM state laws , *JURISDICTION , *DECISION making , *EMPIRICAL research - Abstract
National uniform legislation exists in federations to implement national reforms where the central government does not have the direct authority to legislate under the Constitution. The State jurisdictions must work together on legislation to address urgent issues of national concern, national uniform legislation. Developing and drafting national uniform legislation are complicated and complex because they require the cooperation of many units with asymmetrical knowledge, competing priorities, limited budgets and timeframes, and at times irreconcilable differences. Empirical data analysis and statistics could provide an aid for decision-making in these circumstances. On examination of a large body of legal information on the 69 most significant Australian national reforms, this article finds factors that inhibit or promote sustainable uniformity of enacted legislation by using ordinal regression for the first time. This work provides significant evidence-based insights into the process of harmonisation in federations. Overall, our findings contradict the general belief that the uniformity is mostly dependent on structures alone (referred, applied, mirror, and hybrid). If sustainable uniformity is the goal,the decision-makers must allow resources for establishing the national regulator, ensure maximum uptake by the majority of the nine Australian jurisdictions, support the development of national uniform legislation through the National Cabinet, and be prepared for the second wave of national reforms through consecutive reforms. These findings have valuable strategic implications for policymakers, law reform agencies, and legislative drafters who intend to rely on evidence for future decision-making in terms of the most important national reforms. This paper provides recommendations for governments intending to ensure the sustainability of uniformity and adaptability of the Australian legislation for any future changes without losing the important consensus that has been achieved. The findings are also important for other federations seeking to implement harmonised legislation. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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71. Meta-governance as partial organization.
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Ek Österberg, Emma and Qvist, Martin
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ORGANIZATION , *EMPIRICAL research - Abstract
This paper develops a decision-based approach to meta-governance by drawing on insights from studies of organization outside of formal organizations. We argue that meta-governance can be analyzed as a form of partial organization of interactive arenas. Meta-governance has become an important concept in theorizing the role of government in contemporary governance, particularly in the context of shaping and providing guidance to different interactive arenas, such as networks and quasi-markets. Meta-governance is, however, also a broad and ambiguous concept, which limits its ability to guide empirical research on the actual practices of governing and the actors involved. Rather than presenting a new perspective on meta-governance, the framework of partial organization enables analysis of the processes behind the formation of meta-governance strategies. By focusing on decision-making, it offers a dynamic understanding of the stepwise development of meta-governance, reflecting an emerging, rather than predefined, rationality of governance arrangements. [ABSTRACT FROM AUTHOR]
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- 2023
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72. Healing Places, Healing People: Insights on Spontaneous Critical Placemaking from the Bellhaven Harm Reduction Centre in Durban, South Africa.
- Author
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Moodley, Sogen and Marks, Monique
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URBAN planning , *EMPIRICAL research , *HOMELESSNESS , *OPIOIDS - Abstract
Despite renewed interest in urban planning since the 1990s, the empirical focus has predominantly been on cities along the Atlantic Rim, with limited scholarly attention placed on African, Asian and Latin American cities. An examination of contemporary discourse and practices of urban placemaking reveals a worrying trend where concerns for, and interventions in, the interests of social equity are losing relevance, with almost no focus on placemaking efforts for the most vulnerable urban groups. While much has been written about urban placemaking and about responses to homelessness, not enough empirical attention has been focused on the intersection between the two. In attempting to fill this gap in the placemaking literature, the paper draws on the authors' experiences of spontaneous and frugal institutional placemaking at the Bellhaven Harm Reduction Centre, a space dedicated to providing opioid substitution therapy to Durban's drug using population since the COVID-19 lockdown. The paper suggests what placemaking for the marginalized could and should look like, emphasizing the importance of creating public spaces of dignity, while engaging meaningfully with a group of diverse stakeholders and neighbours. The importance of having a place that resembles "home" for homeless people with an opioid use disorder, and their re-humanization as a result, is core to the Bellhaven Harm Reduction Centre. Equally important is how this public space has transformed narratives within the broader urban community regarding homelessness and drug use, making it a potentially replicable model for critical placemaking globally. This is revealed through interviews with beneficiaries, and observational research that focuses on how the space is used. In telling the story of the Bellhaven Harm Reduction Centre, we invite a rethinking of traditional notions of placemaking, fostering a re-grounding of common understandings around what it means to make vibrant and truly accessible urban places. In so doing, we call for south–north learnings about using common space to enhance public safety and public health, concurrently demonstrating the interconnectivity of urban dwellers across social divides. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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73. Researching homosexuality in Ghana and its implication on the researcher: reflections from the field.
- Author
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Agyeman, Nana Kwame Kyeretwie
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HOMOSEXUALITY , *EMPIRICAL research , *RESEARCH ethics - Abstract
This paper discusses methodological reflections based on an empirical research project on gay rights advocacies in Ghana. It engages the possibility of emotional harm on researchers in the fieldwork that may not be inherently captured by universities' ethical procedures. In the event that ethical procedures consider harm to the researcher, the word 'harm' is often defined within the parameters of physical injury and not emotional ones. This paper concludes that researchers dealing with 'vulnerable' participants should be better equipped in terms of building emotional fortitude. This could be attained by making emotionality a part of research ethical processes. This would help deal with the attendant emotional rollercoaster researchers experience on the field. This is important because being conscious of emotionality shapes the way researchers perceive and relate to the underlying emotions that accompany the narrations of research participants in the quest to be reflexive. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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74. Civilian Police Oversight: A Contemporary Review of Police Oversight Mechanisms in Europe, Australia and Africa.
- Author
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Mugari, Ishmael
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POLICE , *POLICE misconduct , *POLICE accountability , *REVIEW committees , *EMPIRICAL research - Abstract
This paper, which is based on literature and documentary survey, explores civilian police oversight mechanisms in Europe, Australia and Africa. The paper reveals that Europe has several nations with independent institutions to investigate police misconduct; thought there is limited empirical research on the effectiveness of these institutions. Independent police oversight institutions in Australia have limited investigative powers and they are more of review boards. Two African countries- Kenya and South Africa have independent institutions to investigate police misconduct, though the effectiveness of these two institutions has been questioned. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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75. Understanding compliance as multi-faceted: values and practices during the COVID-19 pandemic in Austria.
- Author
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Spahl, Wanda, Pot, Mirjam, and Paul, Katharina T.
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COMPUTER software , *ETHICS , *LEGISLATION , *MOTIVATION (Psychology) , *RESEARCH methodology , *TELEPHONES , *GROUNDED theory , *PRACTICAL politics , *SOCIAL values , *PUBLIC health , *ACTIVITIES of daily living , *INTERVIEWING , *VIDEOCONFERENCING , *QUALITATIVE research , *HEALTH behavior , *GOVERNMENT policy , *AUTONOMY (Psychology) , *RESEARCH funding , *STAY-at-home orders , *EMPIRICAL research , *VALUES (Ethics) , *DATA analysis software , *SOCIAL skills , *FAMILY relations , *SOCIAL distancing , *COVID-19 pandemic , *SCIENCE , *CONTROL (Psychology) - Abstract
In some countries, far-reaching 'lockdown' measures to contain the spread of coronavirus were implemented early in 2020. In Austria, these early measures were met with a high degree of compliance among the country's population. In this paper, we draw upon qualitative interviews, and ask how people made sense of the restrictions imposed during the first lockdown in April 2020 and what shaped their compliance. Empirical research has so far tried to explain compliance by means of people's disposition and motivations as well as demographic and social characteristics. Instead of focussing on who is compliant, we aim to understand how people practice compliance. We do this by approaching compliance through the concepts of values and practice. First, our findings indicate that people assess whether measures are suitable and legitimate in relation to the values of science, the law, and morality. Second, people assign additional personal value to compliance by stressing its positive implications on their own lives. By adopting a nuanced perspective on compliance as inextricably linked to peoples' values and practices, our paper critically contributes to the political and scholarly discussion of pandemic public health measures. Understanding compliance through the lens of values shows how people make sense of the measures in the context of their everyday lives, helping us to move away from a binary understanding of (non-)compliance that has become morally charged. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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76. 'The shadows of "boundary" remain': curriculum coherence and the spectre of practice.
- Author
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Muller, Johan
- Subjects
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CURRICULUM , *HIGHER education research , *EMPIRICAL research - Abstract
This paper will re-visit the origins and early use in South African curriculum writing of the concept of 'coherence'; it will go on to show how Suellen Shay and her colleagues fleshed out the concept and created an instrument for its empirical analysis; it will then step back and examine the contribution and some problems that were brought to light; examine briefly how Shay's later work continued to wrestle with the notion of 'practice', particularly in light of curricula that were judged to display conceptual coherence; and will suggest one possible solution in the seminal paper by Bernstein (2000). Finally, the paper will reflect on two implicit definitions of 'curriculum', a 'strict' one and an 'extended' one and suggest why they should be distinguished. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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77. Productive failure and learning through argumentation: Building a bridge between two research traditions to understand the process of peer learning.
- Author
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Larrain, Antonia, Grau, Valeska, Barrera, María José, Freire, Paulina, López, Patricia, Verdugo, Sebastián, Gómez, Marisol, Ramírez, Francisca, and Sánchez, Gabriel
- Subjects
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SOCIAL interaction , *DESIGN failures , *NATURAL selection , *EMPIRICAL research - Abstract
Empirical evidence demonstrates the effect of productive failure (Kapur, 2008) on disciplinary knowledge. However, there is no clear theoretical explanation for why this is the case. Empirical evidence on argumentation and education shows the impact of curricular embedded deliberative argumentation on learning. However, these two trends of research have been mainly isolated, with insufficient synergy. Through the analysis of a group of sixth-graders collaborating around problems of natural selection, the aim of this paper is the theoretical exploration of the process of learning in productive failure designs through a focus on argumentative peer dialogue. The paper proposes an articulation of these two fields of research (productive failure and argumentation), which sheds light on both the learning dynamics in productive failure settings and the relevant insights for argumentative designs. The new possibilities for empirical research on learning through peer interaction opened up by these interconnected fields of research are proposed and discussed. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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78. Empirical likelihood for special self-exciting threshold autoregressive models with heavy-tailed errors.
- Author
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Jinyu Li
- Subjects
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CHI-square distribution , *AUTOREGRESSIVE models , *CHI-squared test , *ASYMPTOTIC normality , *CONFIDENCE intervals , *SMOOTHNESS of functions , *EMPIRICAL research - Abstract
In this paper, we study the empirical likelihood method for special self-exciting threshold autoregressive models. We assume that the parameters of models depend on some positive integer n, the threshold effect diminishes to zero as n increases, and the errors have heavy-tailed distributions. After replacing the indicator function in the model with a smooth function, we obtain a self-weighted and smoothed least absolute deviation estimator for the threshold parameter and the asymptotic normality of the estimator is proved. Then, the confidence intervals for the threshold parameter can be constructed by the normal approximation method. In order to improve the coverage of confidence intervals, we further propose a profile empirical likelihood ratio, and prove that this statistic has the asymptotically standard chi-squared distribution. Therefore, the confidence interval of the threshold parameter can also be constructed by the empirical likelihood method. Simulations and empirical results demonstrate that the confidence interval constructed by empirical likelihood method is superior to that constructed by normal approximation method. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
79. Agreements and differences between psychoanalysts with regard to changes observed during a treatment. A quantitative exploration using the Three-Level Model (3-LM).
- Author
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Azcona, Maximiliano, Muller, Felipe, Labaronnie, Celeste, Zurita, Lic. Julia, Lardizábal, Esp. Maite, and Tolini, Lic. Diego
- Subjects
- *
PSYCHOANALYSTS , *BEHAVIORAL assessment , *PEOPLE with mental illness , *ACQUISITION of data - Abstract
The aim of this paper is to report the partial results of an exploratory investigation into how twelve psychoanalysts of different theoretical-clinical orientations perceive and use hypotheses about the phenomena of change in connection with selected material from a psychoanalytic treatment. The Three-Level Model (3-LM) was used for the observation of patient transformations and for the collection of data. This was followed by the statistical analysis of the behaviour and relationship of a set of variables relating to the type and degree of change perceived in the patient's mental functioning during the course of her treatment. The results reported here show that there was significant agreement among the participants, irrespective of their theoretical-clinical orientation, as regards the following: 1) the positive impact of the application of psychoanalytic treatment in diverse areas of the patient's mental functioning; 2) the explanatory hypotheses of the changes observed in the patient under consideration; 3) the usefulness of the experience of group exchange using the 3-LM in observing and understanding the changes in the patient. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
80. An empirical study of training transfer in an apprenticeship programme for conducive workforce.
- Author
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Suhaimy, Muhammad Hazwan, Sumardi, Wardah Azimah, Sumardi, Wardah Hakimah, and Anshari, Muhammad
- Subjects
- *
TRANSFER of training , *APPRENTICESHIP programs , *EMPIRICAL research , *WORK environment , *COGNITIVE ability - Abstract
Many organisations invest heavily in training. However, it is argued that only a small portion of what is learnt from training is transferred to the workplace. Using an extended Training Transfer Model, the paper examines the factors that influence the transfer of training within an apprenticeship program. In-depth semi-structured interviews with participants who had undergone the apprenticeship programme were carried out. The data were analyzed using thematic analysis, and bibliographic analysis was performed to highlight the topic's significance and development for future research directions. The findings reveal that trainee characteristics, training design and work environment influence training transfer. Trainees with high cognitive ability, self-efficacy and motivation, who participated in a well-designed training programme and were supported by a conducive work environment, demonstrate positive transfer of training. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
81. Inference of high quantiles of a heavy-tailed distribution from block data.
- Author
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Qi, Yongcheng, Xie, Mengzi, and Yang, Jingping
- Subjects
- *
QUANTILE regression , *QUANTILES , *CONFIDENCE intervals , *EMPIRICAL research - Abstract
In this paper, we consider the estimation problem for high quantiles of a heavy-tailed distribution from block data when only a few largest values are observed within blocks. We propose estimators for high quantiles and prove that these estimators are asymptotically normal. Furthermore, we employ empirical likelihood method and adjusted empirical likelihood method to constructing the confidence intervals of high quantiles. Through a simulation study we also compare the performance of the normal approximation method and the adjusted empirical likelihood methods in terms of the coverage probability and length of the confidence intervals. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
82. Learning and knowledge 'transfer' as translation: a case study of a health partnership programme between Canada and China from the perspective of ANT.
- Author
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Shan, Hongxia, Zhang, Tianjiao, Sork, Thomas J., and Wong, Peter KH
- Subjects
- *
KNOWLEDGE transfer , *MEDICAL personnel , *CROSS-cultural differences , *EMPIRICAL research - Abstract
Existing literature on international health partnerships is largely normative, with an evaluative interest in their impacts in terms of learning and knowledge transfer. Rarely has research attended to how learning and knowledge transfer transpire in practice. This paper addresses this gap with a case study of a partnership between two hospitals in Canada and China. Conceptually, drawing on Actor Network Theory, it posits learning and knowledge transfer as a process of translation. Empirically, it traces the assembling of the programme, and identifies the pedagogical features at nodes of associations. It reveals that health professionals in both countries have expanded their clinical and medical knowledge and practices, and professional senses and sensitivities, which were subsequently amplified, deferred or diminished within their respective practices. It argues that the capacity of individuals to translate learning into practice is contingent on institutional and cultural differences that constitute the ecology of work for health professionals. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
83. Protecting higher education from attack in the Gaza Strip.
- Author
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Milton, Sansom, Elkahlout, Ghassan, and Barakat, Sultan
- Subjects
- *
HIGHER education , *DESPAIR , *EMPIRICAL research , *ASYMMETRIC warfare - Abstract
Higher education in the Gaza Strip has been subjected to four wars and over a decade of blockade. University staff and students have been killed whilst campus infrastructure has been attacked, rebuilt, and destroyed again. This paper examines opportunities for, and limits to, protecting higher education from attack in Gaza. It presents a framework for categorising protection measures and empirically explores the effectiveness of measures to protect higher education from attack in Gaza since 2007. It finds that whilst Gaza's academics and students generally express hopelessness at protection under blockade and asymmetric warfare, there are promising potential avenues for protection. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
84. Between construction and destruction: the experience of educationalists at Gaza's universities.
- Author
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Jebril, Mona
- Subjects
- *
HIGHER education , *DOCTOR of philosophy degree , *EDUCATIONAL change , *EMPIRICAL research - Abstract
Drawing on 36 in-depth semi-structured interviews with students and lecturers at Gaza's universities, this article explores the past and present higher education (HE) experience for educationalists in Gaza, and how this experience may be evolving in the shifting socio-political context in the Arab world. The research was conducted during the period 2012–2017 as part of an inductive PhD in Education study at the University of Cambridge. Combining Western theory and literature with Southern empirical data from the Gaza Strip, this paper reveals a simultaneous process of construction and destruction that continues to undermine the academic functioning of Gaza's universities. Highlighting this structure of 'de-development' is important in order to gain a deeper understanding of the Palestinian HE experience, and to empower academic reform at Gaza's universities and beyond. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
85. How do users' feedback influence creators' contributions: an empirical study of an online music community.
- Author
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Wang, Yao and Majeed, Abdul
- Subjects
- *
USER interfaces , *SOCIAL media , *REGRESSION analysis , *DESCRIPTIVE statistics , *COMMUNICATION , *MUSIC , *EMPIRICAL research , *THEMATIC analysis , *STATISTICAL models , *INFORMATION technology , *PUBLIC opinion , *WORLD Wide Web - Abstract
This paper examines creators' contributions and the incentive effects of users' feedback, including upvoting, sharing, commenting, following, viewing comments, and clicking on the creators' homepage. We build a negative binomial and ordinary least squares (OLS) regression model using data from a Chinese music streaming company NetEase Cloud Music. Results show that creators' number of content contributions is positively affected by the number of users' commenting, viewing comments, sharing, and clicking on homepage behaviors. On the other hand, users' upvotes and sharing behaviors can significantly influence the quality of content published by creators. Moreover, we find that the intensity level of creators has moderate effects on such influence. These findings help the researchers better understand creators' behaviors and community managers to build user-generated content (UGC) communities. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
86. Can commitments cause counterpreferential choices?
- Author
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Messerli, Michael and Reuter, Kevin
- Subjects
- *
EMPIRICAL research - Abstract
Commitments are crucial for our lives but there is no consensus on how commitments and preferences relate to each other. In this paper, we present three empirical studies that provide evidence that people sometimes choose a less preferred option when they have made a commitment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
87. Accountability as a practice: a case study of a nongovernmental development programme in Tanzania.
- Author
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Berghmans, Mieke
- Subjects
- *
CAPACITY building , *EMPIRICAL research , *FIELD research , *VISUALIZATION , *ACQUISITION of data - Abstract
The number of empirical studies focusing on NGO accountability practices remains limited. This paper responds to this gap. It presents the accountability practices identified in an empirical study of a nongovernmental development programme in Tanzania. Drawing on data collected through field work and analysed through coding, visualisations, and detailed descriptions, this study observed how practices constituting this development programme were held together by accountability practices. This paper analyses these accountability practices: (a) prescribing–reporting–verifying, (b) measuring, (c) contracting, and (d) capacity building, learning, and acting together. It demonstrates how these accountability practices facilitate the coordination of this development programme. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
88. Unequal entanglements: how arts practitioners reflect on the impact of intensifying economic inequality.
- Author
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Kolbe, Kristina
- Subjects
- *
EQUALITY , *CULTURAL industries , *MUSEUM curators , *EMPIRICAL research , *CULTURAL policy - Abstract
This article discusses how arts practitioners reflect on their work amidst deepening economic inequality. Given the renewed interest in the social role of arts institutions under conditions of financialised neo-liberalism, the paper traces the complex ways in which economic imperatives figure in cultural practice. Drawing on interviews with UK-based gallery directors, museum curators, art consultants, and artists, I map out how austerity politics and intensifying privatisation processes have a profound impact on the workings of the sector, how they recalibrate dynamics between private and public artworlds, and how they shape processes of production and curation. My data specifically document how increasing economic precarity brings into relief structural inequalities of gender, race and (post)-colonial legacies already manifesting in the artworld. Rather than understanding austerity as a financial condition only, the paper thus presents an empirical exploration of the wider inequalities that it has exacerbated, from arts funding to institutions' programming practices. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
89. Data, performativity and the erosion of trust in teachers.
- Author
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Daliri-Ngametua, Rafaan, Hardy, Ian, and Creagh, Sue
- Subjects
- *
TEACHER development , *EDUCATIONAL accountability , *EMPIRICAL research , *CAREER development , *PROFESSIONAL education - Abstract
This paper explores how trust in teacher professional judgment has been reconstituted through the globalised trends of performative accountability and reductive data-driven logics. The article draws upon empirical research from interviews with teachers and school leaders as well as observations of teacher preparation days, classroom and staff professional learning communities (PLCs), as part of a larger study of schooling practices in two geographically and contextually bound Queensland public schools. The paper focuses attention upon the socio-political, material-economic and cultural-discursive conditions inscribed in how data are currently understood and deployed, and how these conditions constrain trust in teachers, devaluing teachers' own professional judgment. Specifically, we flag how the practices and conditions that constrained trust were manifest in a) pressures to ensure teachers generated and collected data on an ongoing basis to substantiate their claims about student learning, and b) a perceived mistrust amongst parents and a subsequent need to justify decision-making on the basis of 'hard evidence'. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
90. Lecturer self-efficacy beliefs: an integrative review and synthesis of relevant literature.
- Author
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Matos, Mayara da Mota, Iaochite, Roberto T., and Sharp, John G.
- Subjects
- *
SELF-efficacy , *EMPIRICAL research , *COVID-19 pandemic , *PROFESSIONAL education , *TEACHING - Abstract
This article reviews available research literature in the field of lecturer self-efficacy beliefs produced between 1988 and 2020. Given the growing interest in lecturer self-efficacy beliefs in recent years, and the global challenges the Higher Education sector will face following the current Covid-19 pandemic, the time to conduct such a review seems appropriate. Fifty-five empirical papers in English, Spanish and Portuguese were identified and examined. Findings show that papers investigated the beliefs of lecturers from 23 countries using mostly quantitative cross-sectional approaches involving questionnaires. Among the eight main themes that emerged, 'teaching self-efficacy' featured prominently and received most attention, while other aspects of the work of lecturers, including research, service-related and other administrative activities, were also considered. Concerning personal variables like gender, there was no consensus over whether different characteristics affected self-efficacy beliefs more than others. Conclusions point to the need for additional mixed-methods and qualitative studies with more refined and contextualised methodological approaches to better understand the field, to identify actual sources of self-efficacy themselves and to more fully inform policy, practice, the distribution of resources and building capacity. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
91. School leaders' perceptions of religion and spirituality in Bangladesh: leadership in English Medium Schools.
- Author
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Sum, Nicola
- Subjects
- *
EDUCATIONAL leadership , *SPIRITUALITY , *RELIGION , *EMPIRICAL research , *GLOBALIZATION - Abstract
Concerns with how religion is placed in education has garnered considerable attention in the past fifteen years, due in large part to heightened politics and social agendas to strengthen community cohesion. This paper addresses the need to better understand how school leaders are internalising such discourses on religion and spirituality. A qualitative case study of school leaders situated in English Medium Schools in Bangladesh, involved observations across five schools and semi-structured interviews with 54 participants. Theoretically informed thematic analysis revealed that while some school leaders consider religion and spirituality to be connected and integral to their leadership practice, others were equally firm in their perceptions that religion is an entirely personal practice separate from professional work. These contradictory perceptions are discussed in relation to local and global tensions on religion and secularity. The paper makes an empirical contribution to considerations of religion and spirituality within school leadership. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
92. A philosophical approach to improving empirical research on posttraumatic growth.
- Author
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Brady, Michael and Jayawickreme, Eranda
- Abstract
Post-traumatic growth (PTG) has been a key topic of research by psychologists over the last 25 years. But the idea that a person can benefit from adversity has been around for much longer, and is a stable in many mainstream cultures, and in theological and recent philosophical thinking. However, there has been, to date, little overlap between psychological research into PTG, and philosophical thinking about similar ideas. This is unfortunate, both because philosophers are not taking up potential sources of empirical support, and because psychological research into PTG is subject to a range of criticisms and concerns. In this paper, we aim to show how philosophical thinking can address some of these, and as a result put psychological research into PTG on a firmer theoretical footing. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
93. The Glass Funnel: A Tool to Analyse the Gender Regime of Healthcare Education and Work.
- Author
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Hedlin, Maria and Åberg, Magnus
- Subjects
- *
MEDICAL education , *GLASS ceiling (Employment discrimination) , *NURSES' aides , *EMPIRICAL research - Abstract
The concepts glass escalator and glass ceiling have been widely used in studies of gender and organisations. In this paper we propose a novel metaphor to describe and analyse gender segregation and discrimination, that of a glass funnel. This concept does not relate to men and women as groups in the sense of fixed collective entities, but rather shows how taken-for-granted distinctions between men and women are reiterated and promote men in a way that downgrades women. However, as gender intersects with other power structures, both men and women can be propelled downwards through the funnelling motion made up of a market-oriented devaluation of the healthcare profession. Through an empirical investigation of the community of practice and gender regime of an upper secondary healthcare education programme in Sweden, we develop the glass funnel concept, an analytical tool aiming to open up for intersectional analyses of healthcare education and work. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
94. Regulating exposure: routine deaths, work and the Covid crisis.
- Author
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Tombs, Steve
- Subjects
- *
WORK environment , *INDUSTRIAL safety , *JOB involvement , *CONCEPTUAL structures , *INDUSTRIAL hygiene , *DEATH , *EMPIRICAL research , *COVID-19 pandemic - Abstract
This paper examines the juxtaposition of two phenomena – deaths at work and coronavirus deaths – in the context of regulatory strategies which are ostensibly to prevent such deaths. More specifically, my particular focus is on the ways in which work, working and workplaces were managed – and indeed somewhat obscured – during the pandemic, so that the normalisation of work-related deaths by and large continued, even perhaps exacerbated, certainly killing tens of thousands of workers. To this end, in the following sections, I begin, first, by examining in historical context how workplace death because normalised through law and regulation, then turn to focus upon the various ways in deaths were further normalised and obscured during the pandemic in the UK. A key conceptual and empirical reference point here is regulation – a phenomenon and process which, as illustrated across different aspects of the pandemic, is revealed as permitting and routinising deaths related to work and working. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
95. Public Opinion on Chinese Foreign Aid Policy: Calculated Opposition or General Discontent?
- Author
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Wang, Hongying and Cooper, Andrew F.
- Subjects
- *
PUBLIC opinion , *INTERNATIONAL economic assistance , *EMPIRICAL research , *SOCIAL media , *GOVERNMENT policy , *DATA analysis , *SURVEYS - Abstract
The expanding profile of Chinese international development aid has generated strong academic and policy interests. A growing literature has emerged on Chinese foreign aid's motivations, modalities, and impact. However, a significant lacuna remains in the domestic politics relating to this phenomenon. This gap is especially glaring in public opinion concerning China's growing foreign aid programs. By analyzing empirical data gathered from a variety of sources, including a well-established online forum, social media sites of two influential media organizations, and multi-year surveys of residents of Beijing, this paper presents a nuanced picture of what the Chinese public thinks of Chinese foreign aid and tests two popular explanations of public opposition to foreign aid—perceived budgetary trade-offs and more general dissatisfaction with government policies. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
96. 'A genuine one usually sticks out a mile': policing coercive control in England and Wales.
- Author
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Myhill, Andy, Johnson, Kelly, McNeill, Abigail, Critchfield, Emily, and Westmarland, Nicole
- Subjects
- *
CONTROL (Psychology) , *POLICE , *EMPIRICAL research - Abstract
In 2015, legislation was enacted in England and Wales to criminalise coercive control. While there has been considerable debate on the merits of the law, there has been little empirical study of its use in practice. This paper presents findings from a focused ethnography conducted in two police forces in England. Field observations with first response officers and specialist investigators reveal structural and social-cultural contexts that mitigate against successful implementation of the law. Specifically, we identify officer knowledge and attitudes, resourcing and the framing of the legislation itself as impeding its wider use. While we did not observe the unintended consequences feared by some observers, we conclude that systemic change is required if the theoretical benefits of the legislation are to be fully realised. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
97. Explainable GeoAI: can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection.
- Author
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Hsu, Chia-Yu and Li, Wenwen
- Subjects
- *
DEEP learning , *ARTIFICIAL intelligence , *OBJECT recognition (Computer vision) , *IMAGE analysis , *EMPIRICAL research , *IMAGE processing - Abstract
Improving the interpretability of geospatial artificial intelligence (GeoAI) models has become critically important to open the 'black box' of complex AI models, such as deep learning. This paper compares popular saliency map generation techniques and their strengths and weaknesses in interpreting GeoAI and deep learning models' reasoning behaviors, particularly when applied to geospatial analysis and image processing tasks. We surveyed two broad classes of model explanation methods: perturbation-based and gradient-based methods. The former identifies important image areas, which help machines make predictions by modifying a localized area of the input image. The latter evaluates the contribution of every single pixel of the input image to the model's prediction results through gradient backpropagation. In this study, three algorithms—the occlusion method, the integrated gradients method, and the class activation map method—are examined for a natural feature detection task using deep learning. The algorithms' strengths and weaknesses are discussed, and the consistency between model-learned and human-understandable concepts for object recognition is also compared. The experiments used two GeoAI-ready datasets to demonstrate the generalizability of the research findings. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
98. Causal Mediation Analysis with a Binary Mediator: The Influence of the Estimation Approach and Causal Contrast.
- Author
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Schuster, Noah A., Twisk, Jos W. R., Heymans, Martijn W., and Rijnhart, Judith J. M.
- Subjects
- *
MEDIATION (Statistics) , *MONTE Carlo method , *EMPIRICAL research - Abstract
Although causal mediation analysis clarifies causal effect estimation, little attention has been devoted to the differences between causal estimation approaches. This paper illustrates the difference between the causal estimation approaches for mediation models with a binary mediator. Using a Monte Carlo simulation study and an empirical data example we show that the regression- and simulation-based approaches provide indirect and total effect estimates that are dependent on the chosen causal contrast, while the imputation- and weighting-based approaches provide overall effect estimates. The results underline the importance of choosing an estimation approach that provides estimates of the causal effect of interest. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
99. 'Here today, gone tomorrow': the risks and rewards of port chaplaincy.
- Author
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Gilliat-Ray, Sophie, Smith, Graeme, Cadge, Wendy, Sampson, Helen, and Turgo, Nelson
- Subjects
- *
FINANCIAL risk , *EMPLOYMENT , *ECONOMIC development , *HOSPITALITY , *EMPIRICAL research - Abstract
This paper documents the findings of an ESRC-funded project about religion in the context of the international global shipping industry, with particular focus on the work of port chaplains. We describe the physical, emotional, spiritual and financial risks involved in port chaplaincy work, and the way this form of religious employment is distinctly gendered. But the risks and challenges of port chaplaincy are considered alongside its intrinsic rewards and potential for professional fulfilment, most especially through the traffic of material goods and the sharing of hospitality that enable relationships between chaplains and seafarers. Our work contributes to the scholarly field of workplace chaplaincy by providing an empirical case study of port chaplains who typically operate as 'lone workers' as they minister to seafarers whose labours are so vital to the global economy. We consider the fact that lone workers can be vulnerable to exclusion from effective management practices which otherwise assume face-to-face interaction. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
100. Will the increase in local land-based revenues lead to an improvement in environmental quality? An empirical study through the lens of land finance in China.
- Author
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Wang, Jinshuo, Gao, Fugang, Tang, Peng, van der Krabben, Erwin, Ploegmakers, Huub, and Samsura, Ary
- Subjects
- *
ENVIRONMENTAL quality , *BUSINESS revenue , *ENVIRONMENTAL protection , *EMPIRICAL research , *GOVERNMENT policy , *AIR pollution - Abstract
The issue of environmental governance has received considerable attention. While extensive research focuses on the relationship between economic growth and environmental protection, this paper provides a different perspective by exploring the mechanisms affecting the relationship between land-based revenue and environmental performance. Based on the regression analyses of province-level data during 2000-2018 in China, the results show that: (1) land-based finance has a significantly positive impact on air pollution; (2) both central government policies and local residents' concerns incentivize local governments to improve environmental quality through land revenue; (3) regional differences exist regarding the impact of these two factors, probably due to various development stages and financial conditions; (4) local governments tend to increase expenditure on environmental protection by taking residents' concerns into consideration. This research contributes to understanding the driving forces behind the relationship between land finance and environmental performance, and it extends our knowledge of local governments' decision-making processes to accomplish multiple tasks. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
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