The Circular Economy and retail: using Deep Learning to predict business survival

Background The Circular Economy system can improve the product cycle and changes the system and mentality, both for production and the consumer and has become a significant alternative to the classic economic model. The retail sector has also started to advance along these lines. Following an analysis of the state of the art of the Circular Economy and retailing, using bibliometric techniques, our research focuses on understanding if the relationship between circularity and retailing can help us determine a business’ survivability and resilience. To this end, data pertaining to 658 commercial premises from four cities were studied over a period of 11 years. A Deep Learning technique is applied using Long Short-Term Memory to determine if there is a relationship between the resistance of the selected commercial premises, their status in previous periods of time, the type of business activity, and their classification in the Circular Economy plane. Results The system predicts, on the set of tests, with a 93.17% accuracy, the survival of a commercial premises based on the activity, and circularity information before 2012. The results of the training also show very significant precision values of the order of 94.15% with data from the post-depression period. Conclusions The results show that businesses with activities related to the Circular Economy are more likely to survive over extended periods of time.

COVID-19 Lockdown Restrictions and Small Business Survival Strategy: Government Supporting Schemes

From antiquity to the present day, the contribution of small businesses to the economic development of a country is overwhelming. Nowadays, COVID-19 lockdown restrictions have exerted an outrageous impact on small businesses survival. In developing countries where government-supporting capacity is low, the severity is substantial. The present study predicts the impact of COVID-19 lockdown restriction and government supporting schemes on small business survival. To meet this purpose, the study primarily used PLS-SEM and binary logit models. The results confirmed that over 44% of small businesses would fail in the first month of lockdown restriction. Moreover, only 6% have cash reserve to survive twelve months. In this regard, the present study suggested that the government should have to abstain from total lockdown measures, without government-supporting schemes. As such, the study has examined the relative importance of COVID-19 based special loan, suspension of payments, withdrawal of restricted funds, and exemption of tax and penalty payments. Among these supporting schemes, COVID-19 based special loan is the most important government-supporting scheme followed by the suspension of interest and principal payments. However, the exemption of tax payments and withdrawal of restricted funds were not significant.

The importance of intellectual capital in networks formed by start-ups

Purpose This study aims to analyse the importance of intellectual capital (IC) in networks formed by start-ups, with a view to obtaining resources that individually they would be unable to acquire. Design/methodology/approach To achieve this aim, a qualitative approach was adopted, and within this, the case study method was used. The data-collecting instrument was the semi-structured interview, held with the business-people/managers of five start-ups present in an incubator (Startup Rém) based in Portugal, and with the person in charge of this incubator, together with observation and documentary analysis. Findings From content analysis, the results suggest that the business people recognise the presence of IC at the moment of creating their business and that this is a means to attain sustainability and, consequently, business survival. The results also show that in the absence of network formation, the relation between the incubator and the incubated firms can be affected and limited, interfering directly with firms’ use of IC. Practical implications This research aimed to highlight the importance of IC as an essential resource for business survival and sustainability and to encourage start-ups to regard networks as a way to share and convey knowledge. This study also intends to help firms understand the role of cooperation and mutual assistance in seeking sustainability and economic growth. Originality/value This study is innovative because it has filled the gaps identified in the literature, particularly the absence of studies on the importance of IC in networks formed by start-ups, and the study of the impact of IC on firms focussing on cooperation networks.

Small Business Owners’ Perception of Balanced Scorecard for Business Survival and Growth

The United States Small Business Administration (SBA) defines Small Business Enterprises (SMEs) business establishments that are independently owned managed or operated. Small business organization indicates that some of them have found the Balanced Scorecard to be very significant in boosting general performance in two key perspectives: higher complexity and management capability and drives change and enhance rapid growth. However, in the recent past, there has been increased study on the adoption of BSC in small organizations. The objective of this study was to determine the how small business owners in the United States perceive the aspects of balance score card in regard to business survivability, growth and competitiveness. Hypotheses that were to be answered include H1: Small business owners’ perceive learning and growth as the most significant perspective for their business survival, growth, and competitiveness beside the financial perspective. H2: Small business owners’ perceive customers as the most significant perspective for business growth, survival, and competitiveness. H3: Small businesses owners perceive internal business processes as the most significant perspective for their business growth, survival, and competitiveness. The philosophy adopted is positivist with explanatory and descriptive strategies. The approach of the research is quantitative using ANOVA analysis. The 100 sample companies were selected from the Best 100 small business in the SBA website and survey questionnaire sent online to this selected companies. The result of the research indicated that the most significant Balanced Scorecard perspective is the customer. At the end of the research, it was deciphered that all initiatives that the small business listed in SBA undertake when applying the BSC, customer focus is always the guiding force. Therefore, it can be stated overly that there a significant positive perception of the Balanced Scorecard as a tool to enhance growth and survivability among small businesses.

Retail quality, market environment and business survival in the retail Apocalypse: an investigation of the sporting goods retail industry

PurposeIn the era of the retail Apocalypse, the surge of e-commerce has transmuted the competitive landscape for many traditional retailers that heavily rely on brick-and-mortar stores. This study examines the relationship among retail quality, market environment and businesses' survival in the context of the sporting goods retail industry.Design/methodology/approachBased on a data set from yelp.com, the authors examine the survival of 1,360 stores within 306 zip codes in the United States using mixed effects logistic modeling.Findings(1) Retail quality is positively related to survival, but the relationship is nonlinear; (2) the author find a null relationship between market competition and survival, which is subject to several competing interpretations; (3) 10% of the individual variation in survival is due to systematic differences between zip codes and (4) chain stores and stores with more heterogenous reviews have a higher closure rate.Originality/valueThis study contributes to the literature by offering an empirical testing of the relationship between retail quality and business survival and examining the impact of trading area in the modern marketing milieu. The findings have practical implications for site selection and designing a service quality program.

Business Survival of Small and Medium-Sized Restaurants through a Crisis: The Role of Government Support and Innovation

This study aimed to investigate the effects of government support for the business survival of SME restaurants in Indonesia. In this study, we analyzed the impact of government support on the innovation of SME restaurants as well as the impact of entrepreneurial self-efficacy on innovation. Furthermore, this study analyzed the impact of entrepreneurial self-efficacy and innovation on business survival. A total of 120 owners or managers of SME restaurants participated in this study. The sample was collected based on a purposive method. To analyze the relationship among latent variables, we implemented structural equation modeling (SEM). The results show that government support has a positive impact on business survival through marketing and process innovation. In addition, the business survival of SMEs is affected by marketing innovation, process innovation, and entrepreneurial self-efficacy. In this study, the entrepreneurial factor had the highest impact on SMEs’ survival. This study established the body of knowledge related to the positive effect of government support on innovation in the perspective of small and medium-sized restaurants in the emerging market countries and developed a model of business survival of SMEs during pandemic crises by integrating external factors (government support) and an internal factor (entrepreneurial self-efficacy) through marketing and process innovation in the food processing industry.

A Future Forecasting for FMCG Firm Performance in Covid-19: An Investigation of Consumer and Business Survival

The Covid-19 outbreak has spread over the world, limiting population and trade, causing job losses, and forcing businesses to close. The study's goal is to look at Covid-19's pandemic and consumer survival as a mediator for the future of running a business when FMCG companies are doing well. The researchers employed a basic random sampling strategy to do a layered transverse evaluation of samples. EFA, CFA, and SEM are used to choose data collection techniques for participants at Covid-19. According to the data, Malaysia has resulted in job losses, business growth, and customer satisfaction retention, as well as an increase in unemployment, company closures, and a drop in overall GDP. The impact of the Covid-19 epidemic on survival, production, and GDP has been demonstrated. Incorporating technology into all aspects of a company's working practices reveals the necessity and capacity of the organization to adapt to new scenarios.

Strategy and Business Survival during Disruptive Times: A Survey of Passenger Transporters in Harare, Zimbabwe during the COVID-19 Lockdown

Business leaders must be strategic about their operations to ensure success in different operating environments. The COVID-19, which emerged as a public health pandemic that affected businesses in different sectors differently. Passenger transport businesses were directly affected after the movement of people was banned for extended periods, during the lockdowns. The lockdowns represented a disruption in the operating environments. The study sought to assess the effect of strategic management on the survival of passenger transport operators during the COVID-19 induced lockdown disruptions in Harare, Zimbabwe. Data were collected using survey questionnaires distributed to representatives of 100 passenger transporters in Harare, from which questionnaires were returned. Results showed that 84 percent of the passenger transport operators have formal organizational structures of which about 73 confirmed the practice of strategic planning. Therefore, there is high adoption of strategic management by passenger transport operators in Harare. The most effective strategies for enhancing business survival in disruptions are diversification and competitive strategies. The logistic regression model results showed that the existence of a formal structure minimized the negative impact of the COVID-19 lockdown disruptions on the survival of passenger transport operators in Harare.