The basis of prospective analytics in business DOI Open Access
Radosław Wolniak,

Wes Grebski

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(176)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main features, benefits and problems with prospective analytics usage.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting researched topic.Findings: Prescriptive aims assist businesses in making informed decisions that optimize desired outcomes or minimize undesired ones.It goes beyond predicting future provides recommendations on best actions achieve goals while considering potential risks uncertainties.Prescriptive finds applications various domains such as supply chain management, financial planning, healthcare, marketing, operations management.It empowers make data-driven decisions, resource allocation, enhance efficiency, gain a competitive advantage.Considered highest level analytics, prescriptive combines historical data, real-time information, optimization techniques, decision models generate actionable recommendations.Originality/value: Detailed analysis all subjects related connected analytics.

Language: Английский

IMPROVING THE COMPETITIVENESS – DETERMINANTS AND SOLUTIONS FOR QUALITY OF LOCAL BUSINESS CONDITIONS DOI Creative Commons
Miloš Krstić, Aleksandra Gaweł

International Journal for Quality Research, Journal Year: 2023, Volume and Issue: 17(2), P. 529 - 554

Published: June 12, 2023

The competitiveness is a multidimensional concept, being analysed at different levels.National and company are deeply investigated, however, less attention given to regional competitiveness.The importance of arises from the factuality that it creates quality local conditions for companies' operations.Following this rational, two main goals researchare accepted.First goal model impact selected determinants on competitiveness, using multiple linear regression model.The second propose activities need be implemented with aim improve competitive performance analyzed regions.The proves positive international exchange, human resources, innovation, so future measures regional, city municipal levels focused strengthening these determinants.

Language: Английский

Citations

9

The concept of diagnostic analytics DOI Open Access
Radosław Wolniak,

Wes Grebski

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(175)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main features, benefits and problems with diagnostic analytics usage.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting researched topic.Findings: The discusses concept analytics, which a powerful tool for organizations understand underlying factors reasons behind specific outcomes or events.By analyzing historical data applying statistical techniques, can identify root causes, patterns, correlations that explain past events.This understanding enables informed decision-making, performance improvement, risk mitigation, enhanced customer insights, process optimization, resource allocation, continuous improvement.Nevertheless, there are several challenges associated analytics.Firstly, analysis be time-consuming due need thorough examination interpretation data.Additionally, real-time insights may limited as primarily focuses on data.Issues related quality availability also arise, impacting accuracy reliability analysis.Furthermore, lacks predictive capabilities, making it more challenging anticipate future outcomes.The complexity analysis, privacy security concerns, risks bias misinterpretation, difficulties in identifying causal relationships further add face.Originality/value: Detailed all subjects connected analytics.

Language: Английский

Citations

9

Assessing the Effectiveness of Air Quality Improvements in Polish Cities Aspiring to Be Sustainably Smart DOI Creative Commons
Izabela Jonek-Kowalska

Smart Cities, Journal Year: 2023, Volume and Issue: 6(1), P. 510 - 530

Published: Feb. 7, 2023

Environmental and climate protection is one of the areas development modern smart cities intensively exposed in literature. Nevertheless, it often remains only a scientific postulate or strategic record city authorities. With these circumstances mind, this article addresses conceptual assumptions with actual achievements improving air quality 16 Polish aspiring to be smart. In way, an answer sought following research problem: To what extent do operating developing economy realize improvement goals today by concept environmental requirements European Union? The was conducted long-term perspective covering period from 2010 (entry into force EU standards) 2022. addition, reference contemporary urban studies, special attention paid impact COVID-19 pandemic on surveyed cities. course study, data PM10 concentrations were used statistically analyzed using measures variability cluster analysis as unsupervised classification method. results allow formulation key conclusions: (1) levels systematically reduced all studied, which allows positive assessment municipal authorities’ efforts improve quality; (2) leaders effectiveness reduction are Warsaw Wrocław; (3) after pandemic, most studied managed maintain quality. originality considerations undertaken due considerations: fill gap terms located emerging economies; make cognitive contribution stream (gaining knowledge cities’ actions quality); conduct various provinces.

Language: Английский

Citations

8

Smart mobility in a smart city concept DOI Open Access
Radosław Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(170), P. 679 - 692

Published: Jan. 1, 2023

Purpose: The purpose of this publication is to present the most important features with which smart mobility approach characterized. Design/methodology/approach: Critical literature analysis. Analysis international from main databases and polish legal acts connecting researched topic. Findings: In a city, also plays an role in environmental protection. Modern modes transportation, such as electric cars urban bicycles, reduce greenhouse gas emissions air pollution. Thus, contributes improving quality health residents. As part seen traffic safety. Smart monitoring systems rapid response dangerous situations, collisions or accidents, can help minimize accidents collisions. one key elements life for city residents by increasing mobility, reducing pollution, road safety introducing innovative transportation solutions. Originality/value: Detailed analysis all subjects related problems connected city. Keywords: life, biking. Category paper: review.

Language: Английский

Citations

8

The basis of prospective analytics in business DOI Open Access
Radosław Wolniak,

Wes Grebski

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(176)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main features, benefits and problems with prospective analytics usage.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting researched topic.Findings: Prescriptive aims assist businesses in making informed decisions that optimize desired outcomes or minimize undesired ones.It goes beyond predicting future provides recommendations on best actions achieve goals while considering potential risks uncertainties.Prescriptive finds applications various domains such as supply chain management, financial planning, healthcare, marketing, operations management.It empowers make data-driven decisions, resource allocation, enhance efficiency, gain a competitive advantage.Considered highest level analytics, prescriptive combines historical data, real-time information, optimization techniques, decision models generate actionable recommendations.Originality/value: Detailed analysis all subjects related connected analytics.

Language: Английский

Citations

7