bluuebunny/crossref_metadata_2025_split huggingface dataset:
Benchmarking of analytical combinations for COVID-19 outcome prediction using single-cell RNA sequencing data
Authors: Cao Yue , Ghazanfar Shila , Yang Pengyi , Yang Jean 
Published: January 2023

AbstractThe advances of single-cell transcriptomic technologies have led to increasing use of single-cell RNA sequencing (scRNA-seq) data in large-scale patient cohort studies. The resulting high-dimensional data can be summarised and incorporated into patient outcome prediction models in several ways, however, there is a pressing need to understand the impact of analytical decisions on such model quality. In this study, we evaluate the impact of analytical choices on model choices, ensemble learning strategies and integration approaches on patient outcome prediction using five scRNA-seq COVID-19 datasets. First, we examine the difference in performance between using each single-view feature space versus multi-view feature space. Next, we survey multiple learning platforms from classical machine learning to modern deep learning methods. Lastly, we compare different integration approaches when combining datasets is necessary. Through benchmarking such analytical combinations, our study highlights the power of ensemble learning, consistency among different learning methods and robustness to dataset normalisation when using multiple datasets as the model input.Summary key pointsThis work assesses and compares the performance of three categories of workflow consisting of 350 analytical combinations for outcome prediction using multi-sample, multi-conditions single-cell studies.We observed that using ensemble of feature types performs better than using individual feature typeWe found that in the current data, all learning approaches including deep learning exhibit similar predictive performance. When combining multiple datasets as the input, our study found that integrating multiple datasets at the cell level performs similarly to simply concatenating the patient representation without modification.
Social work in alcohol and other drug service navigation: supporting social complexity in dual diagnosis
Authors: Thomas Sally , Cotroneo Sophia , Pham Daniel , Kalogeropoulos Rosemary , Tyler Jonathan , Arunogiri Shalini 
Published: January 2023

Purpose
Many people with dual diagnosis present with social complexity that impedes service access. The role of social work support in such service navigation is poorly understood. This study aims to characterise client presentations to an Australian telephone-based social work alcohol and other drug (AOD) service navigation and linkage program, with consideration of presentation complexity compared between those clients who present with or without self-reported mental health (MH) concerns and a history of MH diagnoses, to identify differences in baseline characteristics, and linkage outcomes.

Design/methodology/approach
A retrospective audit was conducted of routinely collected clinical information from a six-month period, selected to capture the social and health challenges experienced during the mid-pandemic period (mid-2021) in Victoria, Australia, during which a number of lockdowns resulted in a reliance on telephone-based services. The audit focused on client and presentation characteristics, and compared clients with and without a history of co-occurring MH and AOD concerns.

Findings
It was found that three in four people accessing an Australian telephone-based AOD service navigation and linkage program presented with dual diagnosis. Individuals with dual diagnosis required more support from the service compared to those without a co-occurring MH disorder; but overall, were just as likely to achieve a successful linkage to services, when offered holistic, long-term social work support.

Originality/value
This study focused on the role of social workers in this service navigation program in supporting individuals with complexity. It also highlights the challenges in operationalising social complexity factors alongside clinical MH and AOD diagnoses, and points to the need for further research to guide future service development for this vulnerable client group.
Social support on Reddit for antiretroviral therapy
Authors: Ming Yue 
Published: January 2023

PurposeSocial media platforms such as Reddit can be used as a place for people with shared health problems to share knowledge and support. Previous studies have focused on the overall picture of how much social support people who live with HIV/AIDS (PLWHA) receive from online interactions. Yet, only few studies have examined the impact of social support from social media platforms on antiretroviral therapy (ART), which is a necessary lifelong therapy for PLWHA. This study used social support theory to examine related Reddit posts.Design/methodology/approachThis study used content analysis to analyze ART-related Reddit posts. Each Reddit post was manually coded by two coders for social support type. A computational text analysis tool, Linguistic Inquiry and Word Count, was used to generate linguistic features. ANOVA analyses were conducted to compare differences in user engagement and well-being across the types of social support.FindingsResults suggest that most of the posts were informational support posts, followed by emotional support posts and instrumental support posts. Results indicate that there are no significant differences within user engagement variables, but there are significant differences within several well-being variables including analytic score, clout score, health words usage and negative emotional words usage among social support types.Originality/valueThis study contributes to further understanding of social support theory in an online context used predominantly by a younger generation. Practical advice for public health researchers and practitioners is discussed.
Consumer psychology for food choices: a systematic review and research directions
Authors: Khan Abdul Wahid , Pandey Jatin 
Published: January 2023

Purpose
Consumer food behavior has received considerable attention from marketers, researchers and regulators. With the rising obesity epidemic worldwide, the existing literature and previous reviews provide a limited understanding of consumers’ unhealthy food choices. To address this gap, this study aims to investigate consumer psychology for food choices in terms of mental processes and behavior.

Design/methodology/approach
This systematic literature review analyzed 84 research papers accessed from the Web of Science database and selected high-quality marketing journals. A detailed analysis identified themes arranged in an organizing framework. Gaps, limitations, convergence and ambivalent findings were noted to derive future research directions.

Findings
Major themes in the literature include food marketers’ actions (food stimuli and context), environmental influence (micro and macro) and consumer psychology and personal factors, leading to food choice related decisions. The antecedents and consequences of food choice healthiness are summarized. Several studies converged on the benefits of health motivations and goals, food literacy and customizing meals bottom-up on food choice healthiness.

Research limitations/implications
This review helps researchers gain state-of-the-art understanding on consumer psychology for food choices. It presents ambivalent and converging findings, gaps and limitations of extant research to inform researchers about issues that need to be addressed in the literature. This review presents future research questions to guide research on critical issues. This literature review contributes to marketing domain literature on consumer’s food well-being and overall well-being.

Practical implications
This review offers actionable insights for food marketers, policymakers and nongovernmental organizations to drive consumer demand for healthier foods, focusing on food labeling, food environment, message framing and raising consumer awareness.

Originality/value
This review offers current understanding of consumer psychology for food choices focusing on healthiness, an aspect lacking in previous literature reviews.
Analyzing hospitality leader–follower dyads with polynomial regression: a critical reflection
Authors: Shi Xiaolin (Crystal) 
Published: January 2023

Purpose
Congruence serves as a key framework in many leader–follower dyad theories. This paper aims to introduce polynomial regression analysis with response surface methodology (PRA with RSM) as a statistical technique for investigating research questions concerning leader–follower dyadic relationships in the hospitality context.

Design/methodology/approach
First, this paper illustrates the necessity of applying PRA with RSM to more effectively address the research issues related to leader–follower dyadic relationships. Next, this paper presents an overview and the key concepts of PRA with RSM. Critical issues that need to be noted and two recent hospitality leadership studies that have used PRA with RSM are discussed. Third, an empirical example in the hotel context is provided to illustrate the application of PRA with RSM.

Findings
By applying this methodology to the study of hospitality leader–follower dyadic relationships, researchers will be able to address a range of topics related to dyadic theory, such as leader–member exchange and value congruence.

Practical implications
PRA with RSM reveals that congruence effects vary within leader–follower dyads. Industry professionals can promote a better leader–follower fit by incorporating dyadic surveys to understand mutual agreement and perceptions regarding same-workplace phenomena.

Originality/value
The paper addresses the misalignment between leader–follower dyadic theory and the methodology used in hospitality leadership studies.
Will consumers give us another chance to bounce back? Effects of precrisis commitments to social and product responsibility on brand resilience
Authors: Kang Jiyun , Faria Amy A. , Lee Judy , Choi Woo Jin 
Published: January 2023

Purpose
Merely being known as a highly ethical or strong performer cannot shield a company from every kind of crisis. From product failures to environmental and social issues, a brand’s ability to manage crises and rapidly regain consumer trust is essential. This study aims to explore whether consumer perceptions of a brands’ prior commitments to two different areas of corporate responsibility (social and product responsibility) alleviate the postcrisis attribution of accountability and further build brand resilience, examining differences between two types of crisis situations – values versus performance crises.

Design/methodology/approach
A scenario-based online survey on product versus ethical labor issues was conducted. The data were collected from a highly valid, nationwide sample set of more than a thousand US consumers. Multigroup structural equation modeling was used as the primary data analysis method.

Findings
A brand’s precrisis commitment to social responsibility was found to decrease attribution of accountability across both types of crises. It also strengthened brand resilience, but this effect was more prevalent in a performance than a values crisis. The effects of precrisis commitment to product responsibility on brand resilience were minimal or insignificant across crisis types.

Originality/value
Previous research underexplores which types of corporate responsibility commitments provide a firm with a better protection against crises. This study significantly advances the knowledge regarding the type of commitments that can substantially increase brand resilience, which supports the rationale of making stronger commitments to social responsibility than to product responsibility. Practical insights are provided into how investments in corporate social responsibility help alleviate consumers’ negative perceptions during the outbreak of a brand crisis and build more brand muscle that enables resilience against future crises.
Banking service quality literature: a bibliometric review and future research agenda
Authors: Patel Ritesh J. , Siddiqui Aaliyah 
Published: January 2023

Purpose
The purpose of this paper is to perform a meta-bibliometric analysis of the banking service quality and to provide various research streams. Another goal is to provide future research questions to explore these areas in more detail.

Design/methodology/approach
The authors used three major academic databases (Scopus, ProQuest and EBSCO) from 1980–2021 and found 226 papers, where they performed the meta-bibliometric analysis by performing co-citation analysis, co-authorship analysis, cartographic analysis and content analysis.

Findings
The SERVQUAL model is the most used conceptual framework and model to study banking service quality. Structural equation modeling (SEM), followed by partial least squares SEM, is a majorly used method. There are three research streams in the literature: retail banking service quality, internet banking service quality and mobile banking service quality. Retail banking is the most studied stream, whereas mobile banking is the least studied stream. The study on banking service quality was initially conducted in developed markets, and later in emerging markets. All three streams have scope for further exploration, and hence, 44 future research questions have also been proposed.

Research limitations/implications
This study has implications for bank managers, academicians and future researchers.

Originality/value
This study is unique in that it examines the meta-bibliometric dimensions of banking service quality and provides directions for future research for academicians and researchers.
A ‘Get‐Save‐Return’ process continuum runs on phosphorus economy among subtropical tree species
Authors: Jiang Lei , Wang Huimin , Li Shenggong , Dai Xiaoqin , Meng Shengwang , Fu Xiaoli , Yan Han , Zheng Jiajia , Ma Ning , Kou Liang 
Published: January 2023

Abstract

Plants allocate nutrients to new leaves via making a cost–benefit trade‐off between root nutrient absorption (‘get’) and leaf nutrient resorption (‘save’). This active trade‐off in nutrient acquisition pathways may cause a passive trade‐off between resorption and decomposition (‘return’). However, whether these nutrient‐associated processes are linked and form a ‘get‐save‐return’ (GSR) continuum, and its linkages with the above‐ground leaf economics spectrum (LES) and the below‐ground mycorrhizal association remain unclear.

Here, we present the first empirical evidence of a direct link among multiple nutrient‐associated processes and tested this continuum hypothesis by synchronously integrating root nutrient absorption, leaf nutrient resorption and leaf litter decomposition of 15 co‐occurring tree species hosting either arbuscular mycorrhizal or ectomycorrhizal fungi in subtropical forests of China.

Across species, there was an active trade‐off between phosphorus (P) absorption and resorption, which further caused a passive trade‐off between P resorption and leaf litter decomposition, indicating that the GSR continuum exists and runs on P economy. However, these processes associated with nitrogen economy were not well linked. Interestingly, the loading scores of species on the LES were positively correlated with root P absorption, negatively with leaf P resorption and positively with leaf litter decomposition. These linkages indicate that species running in the ‘fast lane’ had greater root P absorption, lower leaf P resorption and faster leaf litter decomposition than species running in the ‘slow lane’, and that the process‐based GSR continuum follows the trait‐based ‘fast‐slow’ LES. Furthermore, the continuum on P economy emerged evidently in the ectomycorrhizal tree species rather than in the arbuscular mycorrhizal tree species, indicating critical control of mycorrhizal association over the continuum.

Synthesis. Overall, these results demonstrate the existence of the GSR continuum on tree P economy, which conforms to the economics spectrum theory but varies with mycorrhizal association type. Our findings provide a process‐based framework for mechanistic understanding of the whole plant nutrient economy and ecosystem nutrient cycling, and facilitate improved predictions of biogeochemical models.
A long entanglement with nature: Flyfishers in the wild
Authors: Adedokun Busola Christianah , McHenry Melinda Therese , Kirkpatrick James Barrie 
Published: January 2023

AbstractLarge wild areas are important for both nature conservation and nature‐based recreation. Information on the reciprocal relationships between recreators and the environments in which they recreate can help both conservation and recreation management. We considered motivations, perceptions, environmental concerns, and social concerns among flyfishers who recreate within the Tasmanian Wilderness World Heritage Area on the Central Plateau of Tasmania, Australia. Using semi‐structured interviews with 27 participants, we established that they were motivated by a love of nature, desire for experience, escapism, connection, and challenge. On the basis of motivations and attitudes, we discriminated four groups of flyfishers: “social” (those who fish with friends), “trophy” (lone fishers who are goal‐oriented), “outdoor enthusiast” (those who enjoy the outdoor experience, fishing optional), and “hunter‐gatherer” (those prepared to travel long distances for catch). Nonetheless, all groups perceived environmental and social problems related to fishing and visitation behaviours, from littering to climate change. Fishers perceived environmental problems included identifying exotic weeds and pests but did not specifically include trout as a pest, despite their exotic status and adverse effects on native ecosystems. However, flyfishers were aware of most of their impacts and were willing to help mitigate them. Such insight is significant for geographers and those in associated disciplines and professions seeking to manage wild protected areas.
Effects of mobile health interventions on health‐related outcomes in older adults with type 2 diabetes: A systematic review and meta‐analysis
Authors: Lee Jovin Jie Ning , Abdul Aziz Alia , Chan Sok‐Teng , Raja Abdul Sahrizan Raja Syazwani Farhanah binti , Ooi Angeline Ying Ying , Teh Yi‐Ting , Iqbal Usman , Ismail Noor Azina , Yang Aimin , Yang Jingli , Teh Daniel Boon Loong , Lim Lee‐Ling 
Published: January 2023

AbstractBackgroundType 2 diabetes mellitus (T2DM) is a chronic metabolic condition that is associated with multiple comorbidities. Apart from pharmacological approaches, patient self‐management remains the gold standard of care for diabetes. Improving patients' self‐management among the elderly with mobile health (mHealth) interventions is critical, especially in times of the COVID‐19 pandemic. However, the extent of mHealth efficacy in managing T2DM in the older population remains unknown. Hence, the present review examined the effectiveness of mHealth interventions on cardiometabolic outcomes in older adults with T2DM.MethodsA systematic search from the inception till May 31, 2021, in the MEDLINE, Embase, and PubMed databases was conducted, and 16 randomized controlled trials were included in the analysis.ResultsThe results showed significant benefits on glycosylated hemoglobin (HbA1c) (mean difference −0.24%; 95% confidence interval [CI]: −0.44, −0.05; p = 0.01), postprandial blood glucose (−2.91 mmol/L; 95% CI: −4.78, −1.03; p = 0.002), and triglycerides (−0.09 mmol/L; 95% CI: −0.17, −0.02; p = 0.010), but not on low‐density lipoprotein cholesterol (−0.06 mmol/L; 95% CI: −0.14, 0.02; p = 0.170), high‐density lipoprotein cholesterol (0.05 mmol/L; 95% CI: −0.03, 0.13; p = 0.220), and blood pressure (systolic blood pressure −0.82 mm Hg; 95% CI: −4.65, 3.00; p = 0.670; diastolic blood pressure −1.71 mmHg; 95% CI: −3.71, 0.29; p = 0.090).ConclusionsAmong older adults with T2DM, mHealth interventions were associated with improved cardiometabolic outcomes versus usual care. Its efficacy can be improved in the future as the current stage of mHealth development is at its infancy. Addressing barriers such as technological frustrations may help strategize approaches to further increase the uptake and efficacy of mHealth interventions among older adults with T2DM.
Sex differences in the risk of arterial stiffness among adults with different glycemic status and modifications by age
Authors: Zhang Xiaoyun , Yang Qianqian , Zheng Ruizhi , Zhao Zhiyun , Li Mian , Wang Tiange , Xu Min , Lu Jieli , Wang Shuangyuan , Lin Hong , Wang Weiqing , Ning Guang , Bi Yufang , Xu Yu , Chen Yuhong 
Published: January 2023

AbstractBackgroundStudies indicate lower, comparable, and higher cardiovascular risks in women vs men in normal glucose regulation (NGR), prediabetes, and diabetes, respectively. However, this sex difference is uncertain and aging might play a part. We aimed to estimate sex differences in arterial stiffness in NGR, prediabetes, or diabetes and the potential modifications by age.MethodsWe used baseline data of 9618 participants aged ≥40 years in a large community‐based cohort study in Shanghai. Glycemic status was determined by history of diabetes, fasting and 2‐h post‐load glucose levels, and hemoglobin A1c levels. Arterial stiffness was examined by brachial‐ankle pulse wave velocity (ba‐PWV). Multivariable linear regression analysis was conducted to examine the associations between sex and ba‐PWV levels in glycemic and age categories.ResultsBefore adjustment for age, women had lower, comparable, and higher ba‐PWV vs men in the NGR, prediabetes, and diabetes groups, respectively. In participants aged 40–59 years, women were associated with lower ba‐PWV levels in generally all glycemic strata after adjustment for age and other confounders. In participants aged ≥60 years, women were associated with significantly higher ba‐PWV levels (β coefficient = 71.5; 95% confidence interval = 23.4, 119.7) and the sex difference was attenuated in the groups of prediabetes and diabetes with a borderline significant interaction between sex and glycemic status (p for interaction = .068).ConclusionsThe sex difference in cardiovascular risks in adults with NGR, prediabetes, or diabetes was dependent on age. Our findings provide new evidence for prioritizing preventive treatment against atherosclerosis in men vs women with different glycemic status.
Genome‐wide association study reveals the candidate genes for reproduction traits in Yunong black pigs
Authors: Li Mengyu , Li Xin , Liu Chuang , Han Jinyi , Han Xuelei , Wang Kejun , Qiao Ruimin , Yang Feng , Li Xiu‐Ling , Li Xin‐Jian 
Published: January 2023

AbstractEnhancing pig reproductive efficiency has the potential to have a significant positive economic impact on the pig business. We collected four reproduction records of 734 Yunong black pigs in this study, including the total number of piglets born (TNB), the number born alive (NBA), the average birth interval of piglets (ABI) and the average birth weight (ABW). A total of 453 Yunong black pigs were genotyped with Porcine 50K SNP BeadChip. Twenty‐five SNPs and 35 genomic areas were found to have a substantial impact on the reproductive performance of Yunong black pigs by single‐locus GWAS and single‐step GWAS (ssGWAS). For the ssGWAS, we found that the two genomic regions (12.67–13.85 and 14.26–15.01 Mb) on Sus scrofa chromosome X were associated with TNB, NBA and ABI. It is worth noting that CNC10110530 and CNC100141254 significantly affected the TNB by both GWAS methods. Finally, we further determined the gene functions by enrichment analysis and a literature search, and identified 28 of them as candidate genes affecting the reproductive performance of Yunong black pigs, including RET, EIF1AX, NELL2, CTPS2, S100G, RBBP7 and PDHA1. This study further promotes understanding of the genetic mechanism of porcine reproductive performance, and also provides more molecular markers for pig breeding.