Eventually, we reveal the influence of co-movements on portfolio danger administration. This paper examines the effect of data-driven development (DDI) on firm performance, according to an exploratory example of a production firm in China’s textile and clothing business. It explores the impact of various contextual variables from the firm’s DDI and implies how to improve DDI and therefore firm overall performance. Expanding the literary works on DDI, the paper proposes and validates a theoretical framework that incorporates the impact of numerous contextual facets on businesses’ DDI. The findings show that (1) individual framework is related to DDI; (2) business framework is related to DDI; and (3) DDI is related to firm overall performance. This report expands our understanding of just how fast overall performance may be enhanced through DDI and reveals that DDI should match a company’s contextual environment.The web variation contains additional material offered at 10.1007/s10479-022-05038-y.Misinformation or fake news has had multifaceted ramifications with all the onset of the Covid-19 pandemic, producing extensive anxiety amongst men and women. This study investigates the impact of misinformation/ artificial development (on internet systems) on customer buying behavior, effect of fear (developed by artificial development) on hoarding of essential services and products and consumer investing last but not least impact of misinformation-induced panic buying on supply chain disruptions. It attracts upon the customer decision principle therefore the intellectual load concept for explaining the emotional and behavioral answers of consumers. The study uses genetic connectivity an inductive approach towards theory building making use of a multi-method strategy. Initially, a qualitative study technique centered on interviews accompanied by text-mining has been utilized followed closely by analysis making use of python for topic modelling using Latent Dirichlet Allocation (LDA). The results unveiled a few prominent themes like consumer shift to online buying, two contrasting spending intentions namely financial protection and compensatory consumptions, unreasonable panic buying, uncertainty/ambiguity of government protocol and norms, social media marketing deceptive methods and misinformation dissemination, personalized Blood and Tissue Products buying experience, decreased trust on development and marketers, logistics and transport bottlenecks, labor shortage because of Foxy-5 cell line migration and plant closures, and bullwhip impact in supply stores. We tested if tobacco impressions had been delivered differentially to prime-time television seeing minors by sex and socioeconomic status. Minors invested over a billion p/h viewing television throughout the observance period. Minors had been confronted with tobacco specific use, branding and smoke-free breach impressions for 9.7 million, 1.2 million, and 1.0 million p/h, respectively. The chances ratios (OR) of experience of total cigarette impressions had been always higher among boys with higher SES compared to kids with reduced SES. Nevertheless, these people were better aions of cigarette in activity media, as advised in the whom FCTC Article 13 instructions. This should need powerful anti-tobacco advertisements before any television system portraying tobacco targeting small audiences, specifically women of reasonable SES. Considering that Chile has one of several greatest prevalences in the wonderful world of existing cigarette smoking among young females, the potential contribution of tobacco impressions on TV to smoking differentials across female socioeconomic teams is further studied. Smoking cessation is an effectual way of reducing condition burden. Traditional Chinese Medicine (TCM) therapies such as acupuncture, acupressure, and organic medicines can be used to help quit smoking cigarettes. But, there was a lack of overarching bibliometric analysis of the clinical research on smoking cessation focusing on TCM. The goal of our research is always to explore the present habits and trends of TCM therapy for cigarette smoking cessation through bibliometric practices with visual presentation. Artistic function and intellectual impairment are interrelated; however, little is famous concerning the effect of modifying curable vision impairment in the development of cognitive disorder. This research examines the connection between cognition and self-reported visual function utilizing the nationwide Eye Institute’s aesthetic Function Questionnaire (NEI VFQ). Members completed the NEI VFQ 25-Item survey plus the Mini-Mental State Examination (MMSE). Furthermore, all participants were assigned a consensus medical analysis considering founded criteria. We used a broad linear model and analysis of difference approach to compare means between multiple teams.Reduced visual function should boost issues about cognitive decline and prompt additional assessment.Positive sentiments towards urban green areas (UGS) unequivocally increased global amid COVID-19. On the other hand, this paper papers that views on mobility constraints applicable to UGS tend to be of a contested nature. That is, while residents unambiguously report positive sentiments towards UGS, they don’t share views on the best way to provide use of UGS-which is a matter of public policy. These contesting views reflect opposing demands that supervisors of UGS had to stabilize during the pandemic while they encountered the challenge of reducing risk of spread while providing services that assistance actual and mental health of residents. The empirical evaluation in this paper relies on views inferred through a text classification algorithm implemented on Twitter messages published from January to October 2020, by urban residents in three Latin American countries-Argentina, Colombia, and Mexico-and Spain. The focus on Latin America is inspired by the documented lack of compliance with flexibility limitations; Spain works as an assessment point out find out variations with regards to various other regions.