This chapter presents the results of research conducted based on four main questions. It examines how procurement and supply chain management appear in construction processes, what challenges they pose, and how sustainable material use affects interior design supply chains. The results provide practical insights into both the obstacles and opportunities, highlighting the growing role of digital tools, the impact of customer attitudes, and the shift towards value-based, sustainable design practices.
3.1. Bibliometric Analysis
After to the keyword search, the 480 journals were reduced to 70 articles. This reduction, correlation and analysis is presented below.
The PRISMA methodology was used for the Systematic Literature Review. To ensure reliability and credibility, the SCOPUS database was utilized, where unlimited keywords could be entered.
The keyword search returned 480 articles. First, the publication period was filtered to 2014–2025, narrowing the results to 404 articles. Then five disciplines were set as criteria: engineering; business; economics, econometrics; decision sciences; and social sciences - reducing the list to 313 articles. Filtering by English language further reduced the number to 310. The fourth step, selecting journals, caused the largest drop: 168 journals remained. After applying open-access filtering, 86 journals remained. Finally, non-relevant articles were eliminated during content analysis, reducing the list by another 16, leaving 70 useful journals for the research.
Figure 1 illustrates the reduction in the number of articles in the SCOPUS database, showing how many articles remain that meet the set criteria after the set criteria. In total, six screening processes were applied to the journals.
Summarizing the data, out of 480 journals, 410 journals have been declined in the process of defining and adjusting the various criteria, so a total of 70 journals will be presented.
The first screening criterion was the duration of publication, to analyze the period between 2014 and 2025. This means that even the oldest data is only 11 years old and therefore most likely to contain true and relevant information today. In total, 12 years of data are included in the chart, but the year 2025 is not a full year, while the others are. The average number of publications over the years is rounded up to 7 journal articles.
2016 was the only year in which no articles were published for these keywords and criteria over the entire period. A larger jump in the number of published articles can be observed in 2018, as only 3 and 4 publications were observed until then. However, after 8 journals published in 2018, a decline can also be observed, as the figures dropped to 4 and 6 articles. In 2021, the previous year’s result was doubled, with 12 journals published. In 2022, there was another decline, but in 2023 there were 16 journals published along these keywords and criteria, and in 2024 there were 19. The study was completed in March 2025 and 2 articles were published in three months at the beginning of the year. The number of journals published between 2014 and 2025 is shown in
Figure 2.
3.4. Questionnaire Survey
In this phase, eight specific questions were defined relating to sustainable materials, reliable suppliers, supply chain processes, and various obstacles. Participants could choose from sustainable materials such as wood, recycled metals, environmentally friendly paints, recycled textiles, and upholstery to indicate which materials they had encountered before. It was suggested that higher prices, difficult accessibility, longer delivery times, and quality issues pose greater challenges to sustainable procurement. Likert scale options were also available to decide how easy it is to find a reliable sustainable supplier, how transparent the origin of sustainable materials is in the supply chain, and how important digital solutions are in the supply chain. Respondents could then choose from the given criteria which they considered to be the biggest obstacles to sustainability in construction procurement and the supply chain, and which solutions they considered to be the most effective in developing sustainable procurement and supply chains. The last mandatory question was about interior design. After that, respondents could choose from the given criteria which they considered to be the biggest obstacles to sustainability in construction procurement and supply chains, and which solutions they considered to be the most effective in developing sustainable procurement and supply chains. The last mandatory question was about whether sustainability in interior design is seen more as an opportunity or a burden. The questionnaire ended with an open-ended question asking respondents what they considered to be the most important factor in implementing sustainable procurement and supply chains in interior design.
3.4.1. Descriptive Statistics
The questionnaire on sustainable procurement and supply chain management was completed by 73 people, of whom 37 were women (50.7%) and 36 were men (49.3%).
The research grouped the respondents by age according to generation, with 30 respondents (41.1%) belonging to Generation Z (1997-2012), 22 respondents (30.1%) belonging to Generation Y (1981-1996), and 21 respondents (28.8%) belonging to Generation X (1965-1980).
In terms of educational attainment, more than half of the respondents (52.1%) had a higher education degree, 31.5% had a secondary education degree (vocational school, technical secondary school, high school), 13.7% had completed a master’s degree or specialized further training, while 2.7% had a doctoral degree.
Four fields of study were represented in particularly high proportions. Twenty-three respondents (31.5%) had a background in civil engineering or architectural engineering, and 15 respondents (20.5%) had a background in interior design or home furnishing, making these respondents significant for my research. However, the other pillars of my research are logistics and supply chain management, which 12 people (16.4%) had, and economics or management, which 15 people (20.5%) had. In addition, there were also a smaller number of professions such as structural engineering technicians, building engineers, and industrial carpenters.
Based on their qualifications, respondents primarily work in six sectors: construction, interior design, procurement, logistics, nuclear energy, and the automotive industry. This diversity clearly reflects the fact that sustainability is a relevant issue in many industries.
Most of the questions used a six-point Likert scale to assess sustainability, its practical application, and the challenges associated with it. Based on the responses, it can be concluded that respondents consider sustainability to be important in their professional field and in their everyday lives, with an average score of 5.1. The results show that sustainability is not just a theoretical concept, but also a professional principle.
When examining the practical presence of sustainable solutions, the average score given by respondents was 3.8. The answers to this question reflect that sustainability is not present in everyday life, but the initiative is already noticeable, as 71.3% of respondents encounter these solutions more often, 11 of them on a daily basis.
Responses regarding the sustainability of materials used in interior design were divided, with an average score of 3.7. According to 71.2% of respondents, the use of sustainable materials is not very widespread, while 6.8% believe it is very common. This correlation is illustrated in
Figure 3, in which respondents gave their answers on a six-point Likert scale.
According to respondents, sustainable procurement can result in long-term cost savings, as sustainable operations are not only beneficial from an environmental perspective, but also from an economic one. The average score for this question was 4.9, as all respondents agreed to some extent.
Most respondents believed that, from a practical point of view, incorporating sustainability considerations into supply chain processes can increase the value of a project, as the average score was 5. However, striving for sustainability often slows down procurement processes. This is a real problem, as the average score was 4.1.
The biggest challenges to sustainable procurement include high prices (5.4), difficult accessibility (4.9), and longer delivery times (4.8). Quality appears to be the least problematic, with an average score of 3.6, as the use of sustainable materials does not necessarily mean differences in quality.
Figure 4 shows the proportion of respondents who considered the listed aspects to be challenges related to procurement.
Respondents rated the availability of reliable sustainable suppliers at an average of 3.4, which indicates that there is significant room for improvement in this area. However, it is also important to monitor the origin of sustainable materials in the supply chain, as this area also has an average rating of only 3.9, indicating moderate confidence.
Respondents considered the presence of digitalization to be particularly important in a sustainable supply chain, with an average rating of 5.7. According to 69.8% of respondents, digital solutions are key to achieving sustainability goals.
There are several obstacles to implementing sustainability principles in the construction procurement and supply chain sector, with 60.3% of respondents citing high prices as the biggest influencing factor. However, the lack of reliable suppliers (49.35%), longer delivery times (37%), and inadequate regulation and control (35.6%) also appear to be significant challenges in procurement and supply chain management processes.
Figure 5 illustrates how many respondents consider the listed factors to be obstacles to the implementation of sustainability in construction procurement and supply chains.
In order to increase sustainable procurement and supply chain efficiency, 67.1% of respondents believe that training and awareness raising among professionals should be the primary goal. In addition, important solutions to these problems could include the introduction of financial incentives and subsidies (53.4%), the possibility of digital monitoring (41.1%), and ensuring more transparent supplier systems (38.4%).
The majority of respondents viewed the relationship between interior design and sustainability as positive, with 63% seeing it as an opportunity, while 11% saw it as a burden. However, 21.9% saw it as both an opportunity and a burden, and only 3% did not see a significant impact from sustainability.
Summarizing the descriptive statistics, it can be concluded that sustainability plays a particularly important role among respondents, both in their professional and everyday lives. They have typically encountered sustainable solutions and opportunities in their work, but younger generations consider the pursuit of sustainability to be more important, as it could shape a new direction for the future.
According to respondents, the biggest challenges include high costs, limited accessibility, and longer delivery times. To ensure efficiency, digital solutions play a particularly important role, as do continuous training and awareness-raising among professionals, and the introduction of various financial incentives and subsidies.
3.4.2. Cross-Tabulation Analysis
Based on the responses to the questionnaire, four cross-tabulation analyses were prepared, examining several demographic and professional variables. First, gender and the frequency of sustainable solutions were raised, looking at the extent to which women and men encounter sustainable solutions in their daily work. Next, the three generations and their assessment of the importance of sustainability were examined to determine how important they consider sustainability to be in their professional field or everyday life. The third cross-tabulation analysis focused on educational attainment and the assessment of the prevalence of sustainable materials in interior design. Finally, the relationship between different sectors and the assessment of sustainability was examined to determine whether respondents viewed it as an opportunity or a burden.
Women accounted for 50.7% of respondents, while men accounted for 49.3%, further confirming that there was a noticeable difference in the assessment of the prevalence of everyday sustainable solutions. Among male respondents, most gave a rating of 4, which represents 16 people, or 44%, which can be considered a medium frequency. However, in the case of women, the responses were more evenly distributed, with 11 people each, or 30%, choosing ratings of 4 and 5. In both cases, extreme values were less common, suggesting that these solutions are gradually becoming part of everyday work. This finding also suggests that women perceive and encounter sustainable solutions more often than men in their daily work.
The questionnaire was completed by three generational groups: Generation X (1965-1980), Generation Y (1981-1996), and Generation Z (1997-2015), which made it possible to analyze how important sustainability is to these age groups in their professional lives or in their daily work. Both Generation X and Generation Y gave a score of 6, meaning that they consider this issue to be very important. Generation X accounted for 43%, while Generation Y accounted for 50%. However, 46.7% of Generation Z gave a score of 6, while 26.7% gave a score of 5. The lowest extreme value was not typical for any of the groups, and values of 2 and 3 appeared only in negligible proportions. This suggests that all age groups rate the issue of sustainability above average, which is a positive trend for the future.
Table 2 shows the importance of sustainability in the everyday lives of different generations.
Based on the relationship between educational attainment and the prevalence of sustainable material use, it can be concluded that respondents with higher educational attainment generally have a more positive attitude towards the use of sustainable materials. Sixty-eight percent of respondents with secondary education (vocational school, technical secondary school, high school) and 65% of respondents with higher education (college, university) gave a rating of 3 or 4, which suggests that higher educational attainment is associated with a more positive attitude towards sustainable material use. high school) and 65% of those with higher education (college, university), which suggests that they do not perceive the use of sustainable materials as widespread and common. The scores of those with a master’s degree or specialized further education are much higher, with a total of 62% giving scores of 4 or 5, which indicates a more conscious awareness of the use of sustainable materials. The two respondents with doctoral degrees also rated this statement positively, giving values of 4 and 5 for the prevalence of sustainable material use in interior design.
Table 3 shows the prevalence of sustainable material use in interior design according to respondents with different levels of education.
The final analysis was conducted by sector, which clearly shows how the specific characteristics of different industries can influence the assessment of sustainability in interior design. In the construction industry, 68% of respondents, and in interior design or home furnishing, 66.7% believe that sustainability is more of an opportunity, which is considered positive feedback, while only 10.5%–13.3% consider it a burden. Forty-one point seven percent of those working in logistics and procurement and 51.1% of those working in the economic or management sector see sustainability as an opportunity. In these sectors, too, only a negligible proportion perceive it as a burden. However, employees in the nuclear energy sector and the automotive industry tend to view sustainability as a burden, with values ranging from 50% to 75%. Overall, it can be said that sustainability is seen more as an opportunity in creative and construction-related professions, while it is perceived more as a challenge in technical sectors.
3.4.3. Correlation Analysis
The purpose of the correlation analysis was to reveal the various relationships between attitudes, perceptions, and practical experiences related to sustainability. To examine this, the research used Spearman’s rank correlation analysis, taking into account that the variables in the questionnaire were ordinal, six-point Likert scale values. During the analysis, it examined four relationships: the role of digital solutions, everyday sustainability experiences, the availability of sustainable suppliers, and the assessment of the spread of sustainable material use.
The relationship between the assessment of the role of digital solutions and the transparency of the origin of sustainable materials was examined. Spearman’s rank correlation does not assume a nominal distribution, making it an ideal solution for analyzing data sets. Based on the results obtained, a significant, medium-strength positive relationship can be demonstrated between these two factors, as ρ=0.385, p<.001, N=73. This can be interpreted to mean that respondents who attach greater importance to digital solutions in the supply chain are more likely to perceive the origin of sustainable materials as more transparent.
Table 4 shows a moderately strong significant correlation between sustainable digital solutions and the transparency of the origin of sustainable materials.
Digitalization plays a key role in the development of sustainable supply chains, as the more advanced digital solutions are available, the more transparent procurement processes and the documentation of the origin of materials can be. However, in addition to digitalization, other factors can also influence transparency, such as suppliers or corporate strategy. This finding is consistent with a systematic review of the literature, as digitalization can increase transparency and efficiency in order to achieve sustainability goals.
The next relationship examined was the perception of sustainable solutions experienced in everyday work and the challenges of sustainable procurement. Based on the results obtained during the correlation, three significant correlations can be demonstrated, as all p >.05. Among the patterns of relationships, the dimensions of higher price–difficult accessibility, higher price–longer delivery time, and difficult accessibility–longer delivery time were significant. It can thus be concluded that even if respondents encounter sustainable solutions in their everyday lives and work, this does not significantly influence the challenges associated with sustainable procurement. This is because the frequency of encountering sustainable solutions does not make the challenges more transparent or easier to perceive.
Table 5 illustrates how everyday sustainable solutions relate to the factors of higher price, difficult accessibility, longer delivery times, and quality issues.
Four challenges were mentioned in the question: higher prices, difficult accessibility, longer delivery times, and quality issues. There is a significant, moderate, or strong positive correlation between the difficulties mentioned, as, according to the respondents, the challenges of sustainable procurement are complex and interrelated problems. This relationship is also supported by research in the literature, as the achievement of sustainability goals is a systemic and multidimensional task. There is a significant, weak correlation between the assessment of the availability of sustainable suppliers and the transparency of the origin of sustainable materials, as the values are as follows: ρ=.251, p=.031, N=73. This finding suggests that respondents who believe it is easier to access reliable sustainable suppliers perceive the origin of sustainable materials in supply chains to be more transparent.
Table 6 shows a significant correlation between the availability of sustainable suppliers and the transparency of sustainable materials.
Transparency is not only determined by the availability and accessibility of reliable, sustainable suppliers, as described in the literature review chapter. The development of sustainable supplier networks through various tracking systems and certifications, as well as the regulatory environment and the availability of information, also contribute to improving the transparency of supply chains.
The last correlation concerns the analysis of how widespread the use of sustainable materials is in interior design and whether sustainable procurement can result in long-term cost savings. Based on the results obtained, there was no significant correlation, as the values of the two variables were ρ=.046, p= 699, N=73. The low value suggests that the prevalence of sustainable materials in interior design does not influence the long-term cost savings of procurement.
Table 7 shows the correlation between the prevalence of sustainable material use and long-term cost savings.
Cost savings in sustainable procurement can be influenced by other factors, such as professional experience, incentive subsidies, and professional training, which can validate the widespread use of sustainable materials.
3.4.4. Text Mining
At the end of the questionnaire, this research asked respondents to explain their suggestions and opinions on what they considered to be the most important factor in implementing sustainable procurement and supply chains in interior design processes. It analyzed the responses using text mining methods to identify the most common keywords, expressions, and topics.
As a result of examining the frequency of occurrence of keywords, 20 keywords were highlighted, the most common of which were: training, awareness, support, cost, supplier, control, regulation, digitization, quality, and system. These responses clearly reflect that knowledge development, the introduction of financial incentives, and economic and technological development are essential for successful sustainability solutions.
The research also analyzed the responses to the open-ended question thematically, creating six main categories, each with a percentage frequency: training and awareness (28%), financial incentives (24%), technology and digitalization (18%), supplier transparency and accessibility (16%), regulation and control (14%), and quality and reliability (12%).
Training and awareness: Most respondents cited a lack of education and awareness-raising as reasons for the ineffectiveness of sustainable procurement, as training and further education are essential tools for successfully introducing a process. Without increasing professional awareness, it is not possible to achieve systemic change.
Financial incentives: Financial support and various funding opportunities could be important factors in the development of sustainable procurement and supply chains, as several respondents mentioned high prices and costs.
Technology and digitalization: According to respondents, digital tracking and modern technological solutions could be key elements of sustainable operations.
Supplier transparency and accessibility: To ensure sustainability, it is essential that the supply chain is reliable and transparent, so it is important to select the right suppliers, obtain the necessary certifications, and ensure regular audits. To achieve efficient operation, sustainable solutions must be easily accessible so that emerging needs can be met quickly.
Regulation and control: According to respondents, in order for sustainable procurement to develop, it is essential that these processes are reflected at the institutional and legislative levels. It should be emphasized that procurement and the supply chain should form a unified system of rules and that interior design projects should be subject to stricter control.
Quality and reliability: The procurement of quality materials is extremely important for companies to remain competitive in the market, as sustainable materials do not necessarily mean lower quality. Materials and suppliers must also be reliable, as this criterion also has great added value in achieving success.
Based on text mining, it can be concluded that respondents consider awareness raising, training, easy accessibility, and financial incentives to be the milestones of sustainable procurement and supply chains. There is also a high demand for digitalization solutions, but high costs and regulatory gaps make it difficult to establish sustainable processes in interior design.