Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses
Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home he...
Ausführliche Beschreibung
Autor*in: |
Nadolny, Michał [verfasserIn] Walaszczyk, Ewa [verfasserIn] Walerysiak, Sebastian [verfasserIn] |
---|
Format: |
E-Artikel |
---|---|
Sprache: |
Englisch |
Erschienen: |
2024 |
---|
Anmerkung: |
© 2024 Michał Nadolny et al., published by Sciendo |
---|
Übergeordnetes Werk: |
Enthalten in: Journal of economics & management - Sciendo, 2004, 46(2024), 1 vom: 01. Jan., Seite 246-273 |
---|---|
Übergeordnetes Werk: |
volume:46 ; year:2024 ; number:1 ; day:01 ; month:01 ; pages:246-273 |
Links: |
---|
DOI / URN: |
10.22367/jem.2024.46.10 |
---|
Katalog-ID: |
GRUY009650571 |
---|
LEADER | 01000caa a22002652 4500 | ||
---|---|---|---|
001 | GRUY009650571 | ||
003 | DE-627 | ||
005 | 20241019003532.0 | ||
007 | cr uuu---uuuuu | ||
008 | 240814s2024 xx |||||o 00| ||eng c | ||
024 | 7 | |a 10.22367/jem.2024.46.10 |2 doi | |
035 | |a (DE-627)GRUY009650571 | ||
035 | |a (DE-B1597)jem.2024.46.10-e | ||
040 | |a DE-627 |b ger |c DE-627 |e rakwb | ||
041 | |a eng | ||
082 | 0 | 4 | |a 050 |a 330 |a 650 |q VZ |
100 | 1 | |a Nadolny, Michał |e verfasserin |0 (orcid)0000-0001-7870-7485 |4 aut | |
245 | 1 | 0 | |a Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
264 | 1 | |c 2024 | |
336 | |a Text |b txt |2 rdacontent | ||
337 | |a Computermedien |b c |2 rdamedia | ||
338 | |a Online-Ressource |b cr |2 rdacarrier | ||
500 | |a © 2024 Michał Nadolny et al., published by Sciendo | ||
520 | |a Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. | ||
700 | 1 | |a Walaszczyk, Ewa |e verfasserin |0 (orcid)0000-0002-9119-2727 |4 aut | |
700 | 1 | |a Walerysiak, Sebastian |e verfasserin |4 aut | |
773 | 0 | 8 | |i Enthalten in |t Journal of economics & management |d Sciendo, 2004 |g 46(2024), 1 vom: 01. Jan., Seite 246-273 |h Online-Ressource |w (DE-627)592071316 |w (DE-600)2479554-9 |w (DE-576)305897853 |x 2719-9975 |7 nnns |
773 | 1 | 8 | |g volume:46 |g year:2024 |g number:1 |g day:01 |g month:01 |g pages:246-273 |
856 | 4 | 0 | |u https://dx.doi.org/10.22367/jem.2024.46.10 |m X:DEGRUYTER |x Resolving-System |z kostenfrei |3 Volltext |
912 | |a SYSFLAG_0 | ||
912 | |a GBV_GRUY | ||
912 | |a SSG-OLC-WIW | ||
912 | |a GBV_ILN_11 | ||
912 | |a GBV_ILN_20 | ||
912 | |a GBV_ILN_22 | ||
912 | |a GBV_ILN_23 | ||
912 | |a GBV_ILN_24 | ||
912 | |a GBV_ILN_31 | ||
912 | |a GBV_ILN_39 | ||
912 | |a GBV_ILN_40 | ||
912 | |a GBV_ILN_60 | ||
912 | |a GBV_ILN_62 | ||
912 | |a GBV_ILN_63 | ||
912 | |a GBV_ILN_65 | ||
912 | |a GBV_ILN_69 | ||
912 | |a GBV_ILN_70 | ||
912 | |a GBV_ILN_72 | ||
912 | |a GBV_ILN_73 | ||
912 | |a GBV_ILN_95 | ||
912 | |a GBV_ILN_105 | ||
912 | |a GBV_ILN_110 | ||
912 | |a GBV_ILN_151 | ||
912 | |a GBV_ILN_152 | ||
912 | |a GBV_ILN_161 | ||
912 | |a GBV_ILN_170 | ||
912 | |a GBV_ILN_206 | ||
912 | |a GBV_ILN_213 | ||
912 | |a GBV_ILN_230 | ||
912 | |a GBV_ILN_285 | ||
912 | |a GBV_ILN_293 | ||
912 | |a GBV_ILN_370 | ||
912 | |a GBV_ILN_602 | ||
912 | |a GBV_ILN_2006 | ||
912 | |a GBV_ILN_2009 | ||
912 | |a GBV_ILN_2010 | ||
912 | |a GBV_ILN_2014 | ||
912 | |a GBV_ILN_2020 | ||
912 | |a GBV_ILN_2021 | ||
912 | |a GBV_ILN_2027 | ||
912 | |a GBV_ILN_2034 | ||
912 | |a GBV_ILN_2050 | ||
912 | |a GBV_ILN_2055 | ||
912 | |a GBV_ILN_2111 | ||
912 | |a GBV_ILN_2129 | ||
912 | |a GBV_ILN_4012 | ||
912 | |a GBV_ILN_4029 | ||
912 | |a GBV_ILN_4037 | ||
912 | |a GBV_ILN_4046 | ||
912 | |a GBV_ILN_4112 | ||
912 | |a GBV_ILN_4116 | ||
912 | |a GBV_ILN_4125 | ||
912 | |a GBV_ILN_4126 | ||
912 | |a GBV_ILN_4155 | ||
912 | |a GBV_ILN_4249 | ||
912 | |a GBV_ILN_4305 | ||
912 | |a GBV_ILN_4306 | ||
912 | |a GBV_ILN_4307 | ||
912 | |a GBV_ILN_4313 | ||
912 | |a GBV_ILN_4322 | ||
912 | |a GBV_ILN_4323 | ||
912 | |a GBV_ILN_4324 | ||
912 | |a GBV_ILN_4325 | ||
912 | |a GBV_ILN_4326 | ||
912 | |a GBV_ILN_4335 | ||
912 | |a GBV_ILN_4338 | ||
912 | |a GBV_ILN_4367 | ||
912 | |a GBV_ILN_4700 | ||
951 | |a AR | ||
952 | |d 46 |j 2024 |e 1 |b 01 |c 01 |h 246-273 |
author_variant |
m n mn e w ew s w sw |
---|---|
matchkey_str |
article:27199975:2024----::oprtvaayiodcsomknfcosfyrdneisofehasuc |
hierarchy_sort_str |
2024 |
publishDate |
2024 |
allfields |
10.22367/jem.2024.46.10 doi (DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e DE-627 ger DE-627 rakwb eng 050 330 650 VZ Nadolny, Michał verfasserin (orcid)0000-0001-7870-7485 aut Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © 2024 Michał Nadolny et al., published by Sciendo Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. Walaszczyk, Ewa verfasserin (orcid)0000-0002-9119-2727 aut Walerysiak, Sebastian verfasserin aut Enthalten in Journal of economics & management Sciendo, 2004 46(2024), 1 vom: 01. Jan., Seite 246-273 Online-Ressource (DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 2719-9975 nnns volume:46 year:2024 number:1 day:01 month:01 pages:246-273 https://dx.doi.org/10.22367/jem.2024.46.10 X:DEGRUYTER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 46 2024 1 01 01 246-273 |
spelling |
10.22367/jem.2024.46.10 doi (DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e DE-627 ger DE-627 rakwb eng 050 330 650 VZ Nadolny, Michał verfasserin (orcid)0000-0001-7870-7485 aut Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © 2024 Michał Nadolny et al., published by Sciendo Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. Walaszczyk, Ewa verfasserin (orcid)0000-0002-9119-2727 aut Walerysiak, Sebastian verfasserin aut Enthalten in Journal of economics & management Sciendo, 2004 46(2024), 1 vom: 01. Jan., Seite 246-273 Online-Ressource (DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 2719-9975 nnns volume:46 year:2024 number:1 day:01 month:01 pages:246-273 https://dx.doi.org/10.22367/jem.2024.46.10 X:DEGRUYTER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 46 2024 1 01 01 246-273 |
allfields_unstemmed |
10.22367/jem.2024.46.10 doi (DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e DE-627 ger DE-627 rakwb eng 050 330 650 VZ Nadolny, Michał verfasserin (orcid)0000-0001-7870-7485 aut Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © 2024 Michał Nadolny et al., published by Sciendo Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. Walaszczyk, Ewa verfasserin (orcid)0000-0002-9119-2727 aut Walerysiak, Sebastian verfasserin aut Enthalten in Journal of economics & management Sciendo, 2004 46(2024), 1 vom: 01. Jan., Seite 246-273 Online-Ressource (DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 2719-9975 nnns volume:46 year:2024 number:1 day:01 month:01 pages:246-273 https://dx.doi.org/10.22367/jem.2024.46.10 X:DEGRUYTER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 46 2024 1 01 01 246-273 |
allfieldsGer |
10.22367/jem.2024.46.10 doi (DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e DE-627 ger DE-627 rakwb eng 050 330 650 VZ Nadolny, Michał verfasserin (orcid)0000-0001-7870-7485 aut Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © 2024 Michał Nadolny et al., published by Sciendo Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. Walaszczyk, Ewa verfasserin (orcid)0000-0002-9119-2727 aut Walerysiak, Sebastian verfasserin aut Enthalten in Journal of economics & management Sciendo, 2004 46(2024), 1 vom: 01. Jan., Seite 246-273 Online-Ressource (DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 2719-9975 nnns volume:46 year:2024 number:1 day:01 month:01 pages:246-273 https://dx.doi.org/10.22367/jem.2024.46.10 X:DEGRUYTER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 46 2024 1 01 01 246-273 |
allfieldsSound |
10.22367/jem.2024.46.10 doi (DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e DE-627 ger DE-627 rakwb eng 050 330 650 VZ Nadolny, Michał verfasserin (orcid)0000-0001-7870-7485 aut Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © 2024 Michał Nadolny et al., published by Sciendo Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. Walaszczyk, Ewa verfasserin (orcid)0000-0002-9119-2727 aut Walerysiak, Sebastian verfasserin aut Enthalten in Journal of economics & management Sciendo, 2004 46(2024), 1 vom: 01. Jan., Seite 246-273 Online-Ressource (DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 2719-9975 nnns volume:46 year:2024 number:1 day:01 month:01 pages:246-273 https://dx.doi.org/10.22367/jem.2024.46.10 X:DEGRUYTER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 46 2024 1 01 01 246-273 |
language |
English |
source |
Enthalten in Journal of economics & management 46(2024), 1 vom: 01. Jan., Seite 246-273 volume:46 year:2024 number:1 day:01 month:01 pages:246-273 |
sourceStr |
Enthalten in Journal of economics & management 46(2024), 1 vom: 01. Jan., Seite 246-273 volume:46 year:2024 number:1 day:01 month:01 pages:246-273 |
format_phy_str_mv |
Article |
institution |
findex.gbv.de |
dewey-raw |
050 |
isfreeaccess_bool |
true |
container_title |
Journal of economics & management |
authorswithroles_txt_mv |
Nadolny, Michał @@aut@@ Walaszczyk, Ewa @@aut@@ Walerysiak, Sebastian @@aut@@ |
publishDateDaySort_date |
2024-01-01T00:00:00Z |
hierarchy_top_id |
592071316 |
dewey-sort |
250 |
id |
GRUY009650571 |
language_de |
englisch |
fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a22002652 4500</leader><controlfield tag="001">GRUY009650571</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20241019003532.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">240814s2024 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.22367/jem.2024.46.10</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)GRUY009650571</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-B1597)jem.2024.46.10-e</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">050</subfield><subfield code="a">330</subfield><subfield code="a">650</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Nadolny, Michał</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(orcid)0000-0001-7870-7485</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2024</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">© 2024 Michał Nadolny et al., published by Sciendo</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Walaszczyk, Ewa</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(orcid)0000-0002-9119-2727</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Walerysiak, Sebastian</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">Journal of economics & management</subfield><subfield code="d">Sciendo, 2004</subfield><subfield code="g">46(2024), 1 vom: 01. Jan., Seite 246-273</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)592071316</subfield><subfield code="w">(DE-600)2479554-9</subfield><subfield code="w">(DE-576)305897853</subfield><subfield code="x">2719-9975</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:46</subfield><subfield code="g">year:2024</subfield><subfield code="g">number:1</subfield><subfield code="g">day:01</subfield><subfield code="g">month:01</subfield><subfield code="g">pages:246-273</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://dx.doi.org/10.22367/jem.2024.46.10</subfield><subfield code="m">X:DEGRUYTER</subfield><subfield code="x">Resolving-System</subfield><subfield code="z">kostenfrei</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_0</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_GRUY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SSG-OLC-WIW</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_11</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_20</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_22</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_24</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_31</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_39</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_40</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_60</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_62</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_63</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_65</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_69</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_72</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_73</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_95</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_151</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_152</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_161</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_170</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_206</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_213</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_230</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_285</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_293</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_602</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2009</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2010</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2020</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2021</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2027</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2034</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2050</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2055</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2111</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2129</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4012</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4029</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4116</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4125</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4126</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4155</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4249</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4305</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4306</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4307</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4313</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4322</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4323</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4324</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4325</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4326</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4335</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4338</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4367</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4700</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">46</subfield><subfield code="j">2024</subfield><subfield code="e">1</subfield><subfield code="b">01</subfield><subfield code="c">01</subfield><subfield code="h">246-273</subfield></datafield></record></collection>
|
author |
Nadolny, Michał |
spellingShingle |
Nadolny, Michał ddc 050 Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
authorStr |
Nadolny, Michał |
ppnlink_with_tag_str_mv |
@@773@@(DE-627)592071316 |
format |
electronic Article |
dewey-ones |
050 - General serial publications 330 - Economics 650 - Management & auxiliary services |
delete_txt_mv |
keep |
author_role |
aut aut aut |
collection |
DeGruyter |
remote_str |
true |
illustrated |
Not Illustrated |
issn |
2719-9975 |
topic_title |
050 330 650 VZ Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
topic |
ddc 050 |
topic_unstemmed |
ddc 050 |
topic_browse |
ddc 050 |
format_facet |
Elektronische Aufsätze Aufsätze Elektronische Ressource |
format_main_str_mv |
Text Zeitschrift/Artikel |
carriertype_str_mv |
cr |
hierarchy_parent_title |
Journal of economics & management |
hierarchy_parent_id |
592071316 |
dewey-tens |
050 - Magazines, journals & serials 330 - Economics 650 - Management & public relations |
hierarchy_top_title |
Journal of economics & management |
isfreeaccess_txt |
true |
familylinks_str_mv |
(DE-627)592071316 (DE-600)2479554-9 (DE-576)305897853 |
title |
Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
ctrlnum |
(DE-627)GRUY009650571 (DE-B1597)jem.2024.46.10-e |
title_full |
Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
author_sort |
Nadolny, Michał |
journal |
Journal of economics & management |
journalStr |
Journal of economics & management |
lang_code |
eng |
isOA_bool |
true |
dewey-hundreds |
000 - Computer science, information & general works 300 - Social sciences 600 - Technology |
recordtype |
marc |
publishDateSort |
2024 |
contenttype_str_mv |
txt |
container_start_page |
246 |
author_browse |
Nadolny, Michał Walaszczyk, Ewa Walerysiak, Sebastian |
container_volume |
46 |
class |
050 330 650 VZ |
format_se |
Elektronische Aufsätze |
author-letter |
Nadolny, Michał |
doi_str_mv |
10.22367/jem.2024.46.10 |
normlink |
(ORCID)0000-0001-7870-7485 (ORCID)0000-0002-9119-2727 |
normlink_prefix_str_mv |
(orcid)0000-0001-7870-7485 (orcid)0000-0002-9119-2727 |
dewey-full |
050 330 650 |
author2-role |
verfasserin |
title_sort |
comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
title_auth |
Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
abstract |
Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. © 2024 Michał Nadolny et al., published by Sciendo |
abstractGer |
Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. © 2024 Michał Nadolny et al., published by Sciendo |
abstract_unstemmed |
Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation. © 2024 Michał Nadolny et al., published by Sciendo |
collection_details |
SYSFLAG_0 GBV_GRUY SSG-OLC-WIW GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_72 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_206 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2006 GBV_ILN_2009 GBV_ILN_2010 GBV_ILN_2014 GBV_ILN_2020 GBV_ILN_2021 GBV_ILN_2027 GBV_ILN_2034 GBV_ILN_2050 GBV_ILN_2055 GBV_ILN_2111 GBV_ILN_2129 GBV_ILN_4012 GBV_ILN_4029 GBV_ILN_4037 GBV_ILN_4046 GBV_ILN_4112 GBV_ILN_4116 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4155 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 |
container_issue |
1 |
title_short |
Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses |
url |
https://dx.doi.org/10.22367/jem.2024.46.10 |
remote_bool |
true |
author2 |
Walaszczyk, Ewa Walerysiak, Sebastian |
author2Str |
Walaszczyk, Ewa Walerysiak, Sebastian |
ppnlink |
592071316 |
mediatype_str_mv |
c |
isOA_txt |
true |
hochschulschrift_bool |
false |
doi_str |
10.22367/jem.2024.46.10 |
up_date |
2024-10-18T22:37:13.308Z |
_version_ |
1813293074544066560 |
fullrecord_marcxml |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01000caa a22002652 4500</leader><controlfield tag="001">GRUY009650571</controlfield><controlfield tag="003">DE-627</controlfield><controlfield tag="005">20241019003532.0</controlfield><controlfield tag="007">cr uuu---uuuuu</controlfield><controlfield tag="008">240814s2024 xx |||||o 00| ||eng c</controlfield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.22367/jem.2024.46.10</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-627)GRUY009650571</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-B1597)jem.2024.46.10-e</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-627</subfield><subfield code="b">ger</subfield><subfield code="c">DE-627</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1=" " ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">050</subfield><subfield code="a">330</subfield><subfield code="a">650</subfield><subfield code="q">VZ</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Nadolny, Michał</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(orcid)0000-0001-7870-7485</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Comparative analysis of decision-making factors of hybrid and emission-free heat source users in single-family houses</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="c">2024</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">Text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">Computermedien</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">Online-Ressource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">© 2024 Michał Nadolny et al., published by Sciendo</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">Abstract Aim/purpose – Energy is traditionally produced using fossil fuels as raw materials, which impacts the environment negatively. Due to the scarcity of fossil fuel supplies, rising prices of energy carriers, and global trends, consumers are turning to renewable energy sources (RES) for home heating. The aim of this study was to determine whether the choice of house heating system using different sources than fossil fuels is driven by any additional components of single-family house users’ purchasing decisions besides cost. Based on research results, the prospects for further transformation of thermal energy in single-family housing in Poland towards RES were determined. Design/methodology/approach – The research on the inhabitants of single-family houses was conducted in December 2022 in Poland. The research method used was a survey using the CATI and CAWI techniques. 600 respondents filled out the questionnaire. The results were statistically analyzed. A non-parametric Kruskal-Wallis test (non--parametric ANOVA) and a post-hoc test were used. The distributions’ normality and the variances’ homogeneity were measured using Kolmogorov–Smirnov and Brownian– –Forsythe tests. Calculations were performed using Statistica software. Findings – The choice of heating energy source in single-family houses, taking $ CO_{2} $ emissions into account, is not dictated by income level. Instead, it is determined by the number of people in the household. More numerous households opt for a zero-emission heat source. Households using emission-based heating energy sources are significantly more driven by the cost of using heating appliances; their purchase price, reliability, and product quality are more important than those using zero-emission methods. The partial use of renewable energy source solutions promotes further investment in emission-free heat sources. Research implications/limitations – The analysis illustrates the state of thermal transformation in single-family houses during the energy transition process at the national level. A limitation of the research is that it samples only one EU country struggling with too high $ CO_{2} $ emissions compared to other countries. Originality/value/contribution – A unique approach used in this study is to address the variation in incentives for renewable energy purchasing decisions, considering $ CO_{2} $ emissions. This aspect, although noticeable to some extent, is not directly taken into account by users who do not have the tools to assess their $ CO_{2} $ emissions. However, the proposed research approach showed that the $ CO_{2} $ emission level of a heating system is a factor differentiating some aspects of the decision-making process of system users. In particular, it showed what elements of the decision are essential in households that have not yet taken any action towards energy transformation.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Walaszczyk, Ewa</subfield><subfield code="e">verfasserin</subfield><subfield code="0">(orcid)0000-0002-9119-2727</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Walerysiak, Sebastian</subfield><subfield code="e">verfasserin</subfield><subfield code="4">aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Enthalten in</subfield><subfield code="t">Journal of economics & management</subfield><subfield code="d">Sciendo, 2004</subfield><subfield code="g">46(2024), 1 vom: 01. Jan., Seite 246-273</subfield><subfield code="h">Online-Ressource</subfield><subfield code="w">(DE-627)592071316</subfield><subfield code="w">(DE-600)2479554-9</subfield><subfield code="w">(DE-576)305897853</subfield><subfield code="x">2719-9975</subfield><subfield code="7">nnns</subfield></datafield><datafield tag="773" ind1="1" ind2="8"><subfield code="g">volume:46</subfield><subfield code="g">year:2024</subfield><subfield code="g">number:1</subfield><subfield code="g">day:01</subfield><subfield code="g">month:01</subfield><subfield code="g">pages:246-273</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://dx.doi.org/10.22367/jem.2024.46.10</subfield><subfield code="m">X:DEGRUYTER</subfield><subfield code="x">Resolving-System</subfield><subfield code="z">kostenfrei</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SYSFLAG_0</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_GRUY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">SSG-OLC-WIW</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_11</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_20</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_22</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_23</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_24</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_31</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_39</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_40</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_60</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_62</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_63</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_65</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_69</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_70</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_72</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_73</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_95</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_105</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_110</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_151</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_152</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_161</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_170</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_206</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_213</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_230</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_285</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_293</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_370</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_602</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2006</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2009</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2010</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2020</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2021</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2027</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2034</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2050</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2055</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2111</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_2129</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4012</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4029</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4037</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4046</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4112</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4116</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4125</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4126</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4155</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4249</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4305</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4306</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4307</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4313</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4322</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4323</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4324</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4325</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4326</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4335</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4338</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4367</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV_ILN_4700</subfield></datafield><datafield tag="951" ind1=" " ind2=" "><subfield code="a">AR</subfield></datafield><datafield tag="952" ind1=" " ind2=" "><subfield code="d">46</subfield><subfield code="j">2024</subfield><subfield code="e">1</subfield><subfield code="b">01</subfield><subfield code="c">01</subfield><subfield code="h">246-273</subfield></datafield></record></collection>
|
score |
6.9001436 |