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

Analysis of the Bicycle Roads System as an Element of a Smart Mobility on the Example of Poland Provinces DOI Creative Commons
Radosław Wolniak

Smart Cities, Journal Year: 2023, Volume and Issue: 6(1), P. 368 - 391

Published: Jan. 28, 2023

Based on cited literature, it can be observed that the bike road system is an important part of Smart Mobility. The amount bicycle roads seen as one technical-infrastructure indicators used to measure potential Mobility system. Taking this into account analysis development in particular provinces Poland, which conducted paper a contribution knowledge about Cities area This publication uses data operation Poland from 2012 2021 for analysis. It collected by Polish Central Statistical Office. covered last 10 years. latest currently available terms complete statistics are 2021, and was decided end year. all 16 were analyzed paper. main finding correlation between GDP (Gross Domestic Product) length Poland. Also, very connected with geographical patterns correlations variables allows us conclude more invested paths located northwestern than would result wealth measured per capita. In particular, case Greater Pomerania, Kuyavia-Pomerania. By contrast, central southwestern investments individual smaller their level suggest. situation particularly Opole Province, Lesser Lower Silesia, Subcarpatia, Holy Cross. For these should recommended accelerate construction new roads, will have positive impact quality life residents smart cities well ecology. Analysis functioning element City example Provinces.

Language: Английский

Citations

43

European Union Smart Mobility–Aspects Connected with Bike Road System’s Extension and Dissemination DOI Creative Commons
Radosław Wolniak

Smart Cities, Journal Year: 2023, Volume and Issue: 6(2), P. 1009 - 1042

Published: March 18, 2023

The analysis of scientific research described in peer-reviewed journals demonstrates the significance bicycle road networks relation to smart mobility. This was conducted for European Union cities that meet criteria having a developed route network and are ranked among top 100 bicycle-friendliest 2021. study also analyzed whether each city on national or international lists had initiatives. indicates comprehensive well-developed paths is crucial element development mobility solutions within modern city. Among EU countries, northern central Europe, particularly Germany, Sweden, Finland, Denmark, Netherlands, have best-developed networks. correlation between average temperature level country values bike lanes showed statistically significant negative two variables. lower country’s annual temperature, more infrastructure present its cities, as measured by length saturation with per square kilometer 1000 residents. After removing outliers (Finland, Ireland, Luxembourg), relationship observed wealth density cities. linear coefficient roads GDP capita found be −0.73, which high value.

Language: Английский

Citations

35

Use of Artificial Intelligence in Terms of Open Innovation Process and Management DOI Open Access
Aleksandra Kuzior, Mariya Sira,

Paulina Brożek

et al.

Sustainability, Journal Year: 2023, Volume and Issue: 15(9), P. 7205 - 7205

Published: April 26, 2023

Organizations see open innovation as important to their future growth strategy. The increasing interest in artificial intelligence has led a heightened its potential applications many industries. Many firms invest heavily intending innovate business models, though managers often lack understanding when trying implement operations. data was retrieved from the Scopus database and analyzed using R Bibliometrix Biblioshiny VOSviewer software. aim of article is indicate consistency formation processes while applying provide profile perspectives on adoption management. This paper provides deeper perception how it can be used drive model within use management innovation. authors discuss recent advances have created new opportunities for increased external collaboration. study found that rise key technology promoting openness collaboration ushered era achievable Our presented findings suggest sequence powered by insights into application

Language: Английский

Citations

34

Design thinking and its use to boast innovativeness 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. 647 - 662

Published: Jan. 1, 2023

Purpose: The aim of the paper is to analyze innovations in design thinking. Design/methodology/approach: Critical literature analysis. Analysis international from main databases and polish legal acts connecting with researched topic. Findings: It could be pointed out that exist relationship between thinking organizational innovativeness. Design Thinking began it’s important role especially when start- ups were start increase global market. Nowadays this method plays as a part dynamic, agile action on world stage various sectors business teaching building IT systems. Because can used boast innovative activities many sectors. publication describes relations give an overview tools Originality/value: Detailed analysis all subjects related problems connected Keywords: Industry 4.0; innovation, industrial enterprise, thinking, Category paper: review.

Language: Английский

Citations

27

Innovations in Industry 4.0 conditions DOI Open Access
Radosław Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(169), P. 725 - 741

Published: Jan. 1, 2023

Purpose:The aim of the paper is to analyze innovations in Industry 4.0 conditions.Design/methodology/approach: Critical literature analysis.Analysis international from main databases and polish legal acts connecting with researched topic.Findings: The publication concentrate on problems connected various aspects relations between innovativeness.In we presented presumptions concept it's nowadays usage.In second part there an analysis trends today implementation approaches innovativeness.Especially description innovative 2021 described point view.Also deals social innovation aspect 4.0.There are very interesting concepts that can be used business environment also governments.Some them like universal basic income a bit controversial but it needs further more detailed if possible could benefit society.Other for example: new forms employment or types organizational culture.Originality/value: Detailed all subjects related conditions.

Language: Английский

Citations

25

Individual innovations DOI Open Access
Radosław Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(166), P. 861 - 875

Published: Jan. 1, 2023

Purpose: The aim of the paper is to analyze individual innovation processes in industrial enterprise. Design/methodology/approach: Critical literature analysis. Analysis international from main databases and polish legal acts connecting with researched topic. Findings: publication concentrate on problems connected various aspects innovations. In we presented analysis differences between terms – innovation, reform change its impact management. Also analyzed detailed way trends management context their We activities organization should use boast innovativeness level can be done centralized or decentralized way. This an important factor influencing results innovations activity. try situation strong centralization R&D a company advantages disadvantages. think that decentralization give possibility easy identify market opportunities treats because it adapt new product customer requirements. Originality/value: Detailed all subjects related Keywords: Industry 4.0; enterprise, research development. Category paper: review.

Language: Английский

Citations

19

Smart mobility in smart city – Copenhagen and Barcelona comparision DOI Open Access

Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(172)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main differences between smart mobility idea implementation in Copenhagen and Barcelona.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting with researched topic.Findings: The papers compares solutions implemented Barcelona, two cities that have developed comprehensive innovative transportation systems.While both sustainable, efficient, convenient systems, they differ their focus governance structure.Copenhagen a leading city sustainable transportation, strong on cycling infrastructure an integrated public system.On other hand, Barcelona focuses reducing traffic congestion improving air quality, such as low-emission zone parking system.Additionally, has highly centralized structure, while adopts more decentralized approach, engaging citizens stakeholders decision-making.Originality/value: Detailed analysis case implementation.

Language: Английский

Citations

19

Functioning of real-time analytics in business DOI Open Access

Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(172)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main features, benefits and problems with real-time analytics usage.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting researched topic.Findings: The focus on advantages disadvantages analytics.The ability process data in allows organizations quickly identify trends patterns, optimize their operations, allocate resources more efficiently.Additionally, helps businesses new revenue opportunities pricing strategies, monitor user behavior, detect security threats, react without delay.However, can be expensive implement, require technical expertise, generate false positives.Proper quality, measures, system scaling are also essential for effective implementation.The vague definition requirement collect detailed requirements all stakeholders present challenges businesses.Originality/value: Detailed analysis subjects related connected analytics.

Language: Английский

Citations

18

Traits of highly innovative people DOI Open Access
Radosław Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(166), P. 877 - 891

Published: Jan. 1, 2023

Purpose: The aim of the paper is to analyze most important traits highly innovative people. Design/methodology/approach: Critical literature analysis. Analysis international from main databases and polish legal acts connecting with researched topic. Findings: publication concentrate on problems connected various aspects inventive In there an analysis very role cognition in innovativeness. like: general intelligence, genius, cognitive abilities observer judgments intelligence. On basis following peoples can be distinguished: sensitive, not motivated by money, sense destiny, adaptable, tolerant ambiguity, observant, perceive world differently, see possibilities, question asker, ability synthetize, able fantasize, flexible, fluent, imaginative, intuitive, original, ingenious, energetic, humor, self-actualizing, self-disciplined, self-knowledgeable, specific interests, divergent thinker, curious, open-ended, independent, severely critical, non-conforming, confident, risk taker. Originality/value: Detailed all subjects related Keywords: Industry 4.0; innovation, industrial enterprise, traits, Category paper: review.

Language: Английский

Citations

17

The concept of descriptive analytics DOI Open Access

Wolniak

Scientific Papers of Silesian University of Technology Organization and Management Series, Journal Year: 2023, Volume and Issue: 2023(172)

Published: Jan. 1, 2023

Purpose:The goal of the paper is to analyze main features, benefits and problems with descriptive analytics usage.Design/methodology/approach: Critical literature analysis.Analysis international from databases polish legal acts connecting researched topic.Findings: The discusses concept analytics, which involves collecting, cleaning, summarizing historical data various sources provide a clear concise summary that can aid in decision-making.The explains importance as foundation for other types highlights steps involved its implementation, including collection, cleaning preparation, exploration visualization, analysis, interpretation, reporting.The also mentions advantages such identifying trends patterns, optimizing processes, improving decision-making, simplifying communication, while cautioning businesses about potential pitfalls challenges this approach, limited predictive power, incomplete data, privacy concerns, biased results, overreliance on data.The emphasizes understanding these issues ensure insights generated are relevant, accurate, useful.Originality/value: Detailed analysis all subjects related connected analytics.

Language: Английский

Citations

17