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Background: The annual average daily traffic (AADT) data from road segments are critical for roadway projects, especially with the decision-making processes about operations, travel demand, safety-performance evaluation, and maintenance. Regular updates help to determine traffic patterns for decision-making. Unfortunately, the luxury of having permanent recorders on all road segments, especially low-volume roads, is virtually impossible. Consequently, insufficient AADT information is acquired for planning and new developments. A growing number of statistical, mathematical, and machine-learning algorithms have helped estimate AADT data values accurately, to some extent, at both sampled and unsampled locations on low-volume roadways. In some cases, roads with no representative AADT data are resolved with information from roadways with similar traffic patterns.

Methods: This study adopted an integrative approach with a combined systematic literature review (SLR) and meta-analysis (MA) to identify and to evaluate the performance, the sources of error, and possible advantages and disadvantages of the techniques utilized most for estimating AADT data. As a result, an SLR of various peer-reviewed articles and reports was completed to answer four research questions.

Results: The study showed that the most frequent techniques utilized to estimate AADT data on low-volume roadways were regression, artificial neural-network techniques, travel-demand models, the traditional factor approach, and spatial interpolation techniques. These AADT data-estimating methods' performance was subjected to meta-analysis. Three studies were completed: R squared, root means square error, and mean absolute percentage error. The meta-analysis results indicated a mixed summary effect: 1. all studies were equal; 2. all studies were not comparable. However, the integrated qualitative and quantitative approach indicated that spatial-interpolation (Kriging) methods outperformed the others.

Conclusions: Spatial-interpolation methods may be selected over others to generate accurate AADT data by practitioners at all levels for decision making. Besides, the resulting cross-validation statistics give statistics like the other methods' performance measures.

The ongoing “digitalization of work” is one of the major phenomena shaping contemporary organizations. The aim of this study is to explore linguistic constructs of white-collar workers (WCWs) related to their use of digital tools.

The framework of ideological dilemmas (Billig et al., 1988) is mobilized to investigate the conflicting demands WCW interviewees construct when describing the ongoing digitalization of their office work.

This study shows how “digitalization of work” is enforcing an organizational ideological dilemma of structure and flexibility for WCWs. In the digital workplace, this dilemma is linguistically expressed as the individual should be, or should want to be, both flexible and structured in her work.

The use of language exposes conflicting ideals in the use of digital tools that might increase work–life stress. Implications for managers include acknowledging the dilemmas WCWs face in digitalized organizations and supporting them before they embark upon a digitalization journey.

The study shows that the negotiation between competing organizational discourses is constructed irrespective of hierarchical positions; the organizations digital maturity; private or public sector; or country. The study confirms contradictory ideological claims as “natural” and unquestionable in digitalized officework.

This study examines whether learning climate relates to employability competences through social informal learning (i.e. feedback, help and information seeking).

Multiple regression analyses and structural equation modeling were used to test direct and indirect effects in a sample of 372 employees working in two Dutch governmental institutes.

The analyses confirmed that learning climate has an indirect effect on employability competences through feedback, help and information seeking. More specifically, the findings suggest that learning climate is important for employees' engagement in proactive social informal learning activities. Engaging in these learning activities, in turn, relates to a higher level of employability.

This study employs an integrative approach to understanding employability by including the organization's learning climate and employees' social informal learning behavior. It contributes to the extant literature on professional development by unraveling how proactive social informal learning relates to employability competences. It also provides new insights on learning climate as a determinant for social informal learning and employability.

The purpose of the study is an in-depth exploration of the processes through which a leader develops their leader identity in strength, meaning and integration, with resulting enrichment outcomes.

Using multi-domain leader identity theory, this study provides an in-depth exploration of the processes through which a leader develops their leader identity. Set in a healthcare context, 26 participants took part in an 18-month multi-domain leadership development program.

Findings indicate a typology of leader identities, capturing the dynamic nature of leader identity based on combinations of strength and meaning. Our research also suggests that as the leader develops, their leader identity can change from a differentiated identity as a leader to a more integrated leader identity, with resulting enrichment outcomes.

The results suggested value in inherently multi-domain focus using event-based reflection and, as such, are useful in leader identity development programs. We recommend future research generalize to other settings and a larger population.

By taking a multi-domain approach to leader identity development, the leader has the opportunity to learn and develop in a more holistic way. They are encouraged to reflect on and learn from leadership experiences throughout their entire lives, adding breadth and depth that are often overlooked in development programs.

Developing leaders who understand who they are and are capable of critical self-reflection and learning is a fundamental requirement for the positive advancement of society.

The value of the study lies in the first longitudinal, work-based empirical study taking an explicitly multi-domain approach to leader identity development.

Despite the interest in leaders' identity work as a framework for leadership development, coaching psychology has yet to expose its active ingredients and outcomes.

To do so, the authors reconcile published systematic literature reviews (SLRs) in the field to arrive at a more thorough understanding of the role of identity work in coaching. A total of 60 eligible SLRs on identity work and coaching were identified between 2010 and 2022. Four were included in the data extraction after selecting and screening, and the full texts of 196 primary studies reported therein were analysed.

Amongst the coachee-related factors of effective coaching, the coachee’s motivation, general self-efficacy beliefs, personality traits and goal orientation were the most frequently reported active ingredients, and performance improvement, self-awareness and goal specificity were the most frequently supported outcomes. The analysis indicates that leaders' identity work, as an active ingredient, can be a moderator variable for transformative coaching interventions, while strengthening leadership role identity could be one of the lasting outcomes because coaching interventions facilitate, deconstruct and enhance leaders' identity work. Further research is needed to explore the characteristics of these individual, relational and collective processes.

This study adds value by synthesising SLRs that report coachee-related active ingredients and outcomes of executive coaching research. It demonstrates that the role of leaders' identity work is a neglected factor affecting coaching results and encourages coaching psychologists to apply identity framework in their executive coaching practice.

This review aimed to identify and map published studies on self-care practices to manage common acute health conditions in the Philippines.

The authors conducted a scoping review in PubMed, Scopus, Cumulative Index of Nursing and Allied Health Literature (CINAHL), ProQuest Central, Journal Storage (JSTOR) and the Philippine Council for Health Research and Development – Health Research and Development Information Network (HERDIN). The authors included all studies on self-care practices to manage common acute conditions, namely low back pain, allergic rhinitis, general acute pain, cough, cold, diarrhea, constipation and stress, published up to 2021 in the Philippines. Information on the article type, aim of the study, study design and setting, population characteristics and size, and self-practices employed for the conditions were extracted and synthesized.

The authors identified various self-care practices for acute conditions among the general population and indigenous peoples in the Philippines from 26 studies included in the review: the use of medicines with and without a prescription, appropriate and inappropriate antibiotic use, use of medicinal plants and other traditional and alternative therapies and products, recreational activities and healthy habits and behaviors, and self-management or seeking care from traditional healers (albularyo or manggagamot) or health professionals. A number of considerations influenced their decision on how to manage symptoms, including perceived severity of the condition, availability and perceived effectiveness of treatment, cost, and advice from trusted sources of health information.

The authors searched five major databases and a local research database, but some studies may still have been missed in the review. The review also excluded intervention studies on the outcomes of self-care, which limits the authors' ability to make conclusions on the effectiveness of the different modalities of self-care.

Filipinos engage in a variety of “safe” (or evidence-informed) and “unsafe” (or harmful) self-care practices. While the term “self-care” is not routinely used by the general population and health providers, it is widely enculturated and practiced in the Philippines. Self-care benefits individuals and the health system, but there are also practices that increase risk of adverse outcomes and death including inappropriate antibiotic use, prescription sharing and reuse, and delays in seeking adequate treatment from a health professional. To leverage on self-care in advancing Universal Health Coverage (UHC) goals, the authors recommend a national strategy that provides guidance on how to practice responsible self-care, further research on the effectiveness and safety of alternative medicine and other priority areas, and better integration of self-care in the formal education and health systems. The authors also propose that the research agenda on self-care include acute health conditions, given their impact and burden on health and the economy.

This is the first published review of self-care practices for managing common acute health conditions, which captured practices of various groups and populations including indigenous peoples.

The purpose of this paper is to offer a new and more elaborate view of the relationship between information and knowledge in accountability settings.

The study investigates how knowledge is accomplished when accountability is demanded. The “knowing-in-practice” perspective (Lave, 1988; Orlikowski, 2002; Pentland, 1992) is introduced to theorise knowledge as the ability to purposefully go on with practice and information as a resource that may contribute to this knowledge. Empirically, the study investigates Nordic investors’ engagement with companies addressing environmental, social, and governance issues.

The findings illustrate how information may contribute to knowledge in an accountability setting. Whether or not the information contributes to knowledge in the accountability setting depends on the information’s origin, convergence with other accounts, and use in contradicting and disproving executives’ information. The analysis also shows how knowledge in accountability settings may be achieved without information – for example, by enacting theories.

The study suggests that research should more carefully distinguish between knowledge and information. According to the perspective used here, knowledge is the ability to purposefully go on with practice. Information is one of many resources that can contribute to knowledge.

This study provides insight into the relationship between accounting systems and the practice of demanding accountability. Such understanding is valuable when designing accounts-based governance and civil regulation, such as for addressing sustainability issues, as in this study.

The study challenges the view of knowledge as a representation or factual commodity, and provides a new and more elaborate view of the relationship between information and knowledge in accountability settings by introducing the knowing-in-practice perspective to the accounting literature.

The purpose of this paper is to investigate the patterns and trends of drought incidence in north east highlands of Ethiopia using monthly rainfall record for the period 1984-2014.

Standard precipitation index and Mann – Kendal test were used to analyze drought incident and trends of drought occurrences, respectively. The spatial extent of droughts in the study area has been interpolated by inverse distance weighted method using the spatial analyst tool of ArcGIS.

Most of the studied stations experienced drought episodes in 1984, 1987/1988, 1992/1993, 1999, 2003/2004 and 2007/2008 which were among the worst drought years in the history of Ethiopia. The year 1984 was the most drastic and distinct-wide extreme drought episode in all studied stations. The Mann–Kendal test shows an increasing tendencies of drought at three-month (spring) timescale at all stations though significant (p < 0.05) only at Mekaneselam and decreasing tendencies at three-month (summer) and 12-month timescales at all stations. The frequency of total drought was the highest in central and north parts of the region in all study seasons.

This detail drought characterization can be used as bench mark to take comprehensive drought management measures such as early warning system, preparation and contingency planning, climate change adaptation programs.

The purpose of this paper is to pay tribute to the work of Bruno Latour and its relevance for organization scholars particularly, by relentlessly going beyond the reified category of “organization.” We rely in particular on our own experiences of conducting fieldwork with Latour in our hands and expose our journeys, sometimes feeling naked, embarrassed and naive. By following traces of actions, paying attention to things and appreciating plurality, with Latour we have discovered the politics of organizing and the aesthetic matter of things.

We use our own methodological experience to describe how Latour’s work has helped us concretely. We structure our methodological reasoning around three excursions in the field, corresponding to our different fieldwork journeys. For each excursion, we rely on descriptions and reflect on how we have traced actions, paid attention to things and appreciated plurality, as set out in the introduction.

We render through excursions our Latour moments, that is, critical moments in fieldwork, where we get stuck and embarrassed and where Latour’s texts with simple questions help us move. Against the critique of ANT as being apolitical and unable to account for the body, we explain how we have precisely, through our ANT investigations, intersected between politics, aesthetics and organizing through three main ways of displacing us in the field: leaving a priori categories and questioning what we see; placing our view somewhere and moving it in an oligopticon-like way; and “thick thinging.”

The paper is a tribute to Latour’s work and wants to contribute to emphasizing his relevance for understanding not only organization in general but also the politics and aesthetics of organizing. We reassemble our fieldwork journeys and, despite their being personal to us, we believe that our learnings are recognizable and recognized by other scholars. We conclude with a research suggestion relevant to organization scholars.

The aim of the paper is to ethnographically detail the poverty-shame nexus in contemporary Spain, and to highlight the contradictions of the newly adopted consumption-based models of inclusion led by charities.

Drawing on 39 cases out of a sample of 78 gathered through two long-term research projects, the paper employs a mixed-methods approach that mainly draws on a multi-sited ethnographic approach and interviews.

The paper ethnographically documents major contradictions that shed light on the complex relationships between poverty, shame, work and consumption in modern societies.

This paper analyses the sources of shame in the experience of poverty and downward mobility, but also it opens new ground for understanding the complex poverty–shame nexus and lets some questions unanswered.

The contradictions highlighted shed light on the complex relationships between poverty, shame, work and consumption that may inform modern policies to fight poverty. Ethnography gives voice to these individuals that currently experience an increasingly precarious and unequal modern world.

The paper contributes to a better understanding of the processes that underlie modern poverty and downward social mobility and points out the contradictions generated by consumption-based models of inclusion.

While the poverty-shame nexus has been already analyzed from the point of view of stigma and exclusion from the labor market, the links between a growing consumerism and the neo-liberal values that underlie our modern societies are largely unexplored. The ethnographic contribution and the detailed case studies are also original in the case of Spain.