Consumer Acceptance Research Articles

North American considerations, strategies, and practices in reducing the sodium content in processed foods.

Most Americans exceed the recommended limit for sodium in their diet, a risk factor for hypertension and cardiovascular disease. Efforts have been made by the food industry and government agencies to reduce the sodium content in foods and encourage the consumption of lower sodium diets. Such efforts, however, are not successful in improving public health when consumers do not accept and consume lower sodium foods. This review article provides an overview of the strategies that have been used by the US food industry to reduce and replace sodium in consumer packaged goods, as well as future sodium reduction strategies and approaches for replacing sodium with potassium salts. Challenges in consumer acceptance regarding the reduction of sodium in foods are also discussed. Because of the widespread consumption of numerous sodium-containing consumer packaged goods, implementing future strategies in various aspects of salt reduction and potassium replacement in foods should have a profound impact on the health of Americans. PRACTICAL APPLICATION: New information is provided herein as it discusses the most current and collective perspectives of major food industry successes and challenges, as well as government strategies to decrease sodium intake. The information provided also addresses future strategies for reducing sodium content in foods, increasing potassium intake, and consumer acceptance of lower sodium foods.

Comparative evaluation of physiological and molecular responses of blackcurrant varieties to powdery mildew infection.

The black currant (Ribes nigrum L.), a member of the Saxifragaceae family's Ribes genus, has gained consumer and grower acceptance due to its high nutritional value and economic potential. However, powdery mildew, the primary leaf disease affecting black currants, significantly impacts growers and the industry. Developing varieties highly resistant to powdery mildew is currently considered the most scientifically sound solution. However, the black currant's physiological and disease resistance mechanisms post-infection by powdery mildew remain understudied, thereby impeding further breeding efforts. Therefore, this study aimed to elucidate the pathogenesis of powdery mildew in various susceptible varieties, post-infection physiological changes, and molecular mechanisms related to powdery mildew. This was achieved through phenotypic observation, physiological data analysis, transcriptomic analysis, and qRT-PCR-mediated gene expression analysis.

Pasta Incorporating Olive Pomace: Impact on Nutritional Composition and Consumer Acceptance of a Prototype.

The food industry is encouraged to develop new sustainable foodstuffs, and agri-food by-products can serve as valuable ingredients in these formulations. In this work, olive pomace (OP), a by-product of olive oil production, was incorporated as an ingredient in pasta. The changes in the nutritional composition and consumer acceptance were assessed, aiming to scale up the production. OP contains dietary fibre (55%), fat (9%), α-tocopherol (43 mg/kg), and oleic acid (76%) after moisture elimination. For that, the following two drying procedures were tested: 40 °C for 48 h (OP40) and 70 °C for 24 h (OP70). Both samples were sieved to remove the stone pieces. Drying at 70 °C (OP70) was the fastest method, revealed a better nutritional profile than OP40, and was the product selected for the incorporation into the pasta. The enriched pasta, containing 7.5% of OP70, was compared to a control. It showed an improved nutritional value with higher contents of fat, ash, fibre, vitamin E, oleic acid, phenolics, and flavonoids, a composition related to potential health benefits. Consumers appreciated the appearance, colour, shine, and aroma of the obtained pasta, making it a prototype with commercial viability. However, several improvements need to be implemented, namely, at the textural levels. Corrective actions, such as the optimisation of the amount of incorporated OP, the use of other ingredients for flavour masking, and textural adjustments, are advisable, thereby making this product more appealing and accepted by a larger number of consumers. This prototype can be a good approach for the circular economy, environmental sustainability, and food security.

Revolutionizing retail: The transformative power of service robots on shopping dynamics

The retail sector is witnessing a significant transition as Retail Service Robots (RSRs) become more widely deployed. This paper investigates the factors influencing customer acceptance of RSRs based on their interaction experiences with these robots. While existing literature predominantly examines human-robot interaction (HRI) from a technological perspective, there is a lack of focus on the social dimensions of interacting with physical robots. Through this study we are trying to fill this gap by looking into the factors that influence customer acceptance and rejection of RSRs. A qualitative study addressed this gap, gathering data from 38 participants through open-ended essays. We identified 15 dimensions clustered into two primary themes: reasons for and against RSRs customer acceptance. Reasons for consumer acceptance of RSRs include conversational agility, performance expectancy, immersion, perceived anthropomorphism, interactivity, authenticity, intimacy, and homophily. Conversely, reasons against consumer acceptance encompass vulnerability, technological complexity, exhaustion, stiff kinesics, technology readiness, social anxiety, and privacy concerns. The implication of our study extends RSRs literature by exploring crucial factors for RSRs adoption. This study also provides actionable insights for retail managers and service robot developers to build a favourable environment for RSRs adoption.

Harnessing the Potential of Whey in the Creation of Innovative Food Products: Contributions to the Circular Economy

Food waste and by-products are intricately linked to sustainable food production, as reducing waste can play a significant role in achieving a more sustainable and efficient food system. Sustainable utilization and recovery of by-products can significantly contribute by creating strategies that can lead to cost savings and increased efficiency across the food supply chain. Worldwide, more than 40% of whey from cheese production is discarded, resulting in the loss of valuable nutrients and potentially polluting the environment. Effective use of whey reduces environmental impact and enhances manufacturing sustainability. Thus, a circular approach to food waste management in the dairy industry supports sustainability goals and creates opportunities for innovation. Whey contains most of the soluble components of milk, including a large number of serum proteins and all the essential amino acids, making it suitable for producing beverages with high nutritional value. This study aims to produce whey-based beverages with different additions to obtain dairy products with high nutritional value. Three different ingredients, sea buckthorn, ginger, and cinnamon, were chosen for their numerous health benefits to the consumer. Six samples were prepared utilizing both unmodified and deproteinized whey in a 75% proportion, with the addition of 25% sea buckthorn juice, 0.75% ginger juice, and 0.2% cinnamon powder. The resultant samples were packaged in 200 mL bottles and maintained at a controlled temperature of 6 °C to ensure optimal preservation. Given the paramount importance of consumer acceptability in novel beverage development, a comprehensive evaluation was conducted to assess the sensory properties of the formulated beverages. In addition, physico-chemical properties and their evolution over 14 days of storage were examined. The sample containing whey, sea buckthorn juice, ginger juice, and cinnamon powder received the highest marks from the tasters. The values of the physico-chemical parameters varied depending on the type of whey used and the storage period. Thus, a pH of approximately 5 and an acidity between 30 and 80 °T were recorded. The average lactose content was 4%, the average protein content was 2.5%, and the total soluble solids content was 11.5 °Brix. The beverages developed in this study represent viable alternatives for diversifying food production through sustainable, environmentally friendly technological variants. By applying circular economy principles, these products contribute to reducing food waste in the dairy industry.

Cookies Fortified with Polyphenols Extracts: Impact on Phenolic Content, Antioxidant Activity, Inhibition of α-Amylase and α-Glucosidase Enzyme, Colour and Sensory Attractiveness.

The goal of the research was to determine the impact of fortification with polyphenolic compounds on (i) sensory attractiveness (global satisfaction, appearance, colour, odour, flavour, sweetness, bitterness), (ii) content of polyphenols and colour (L*, a*, b*) after the baking process and (iii) their bioactive potential (antioxidants activity and inhibiting of α-amylase and α-glucosidase enzyme). Fortification was made with extracts of polyphenolic compounds of selected plant raw materials rich in polyphenols from quince (fruits), tilia (flowers), pomegranate (skin), passion fruit (endocarp), sour cherries (leaves), haskap and chokeberry (berries), silver skin (coffee beans), rosehip (seeds). Depending on the nature of the polyphenol extract, flavan-3-ols (monomeric and polymeric), phenolic acid, flavonols and anthocyanins were identified in the product in amounts ranging from 53.7 to 212.6 mg/100 g DM. Cookies' colour (L*, a*, b*) depended on the type of polyphenol extract used for fortification. Cookies with haskap, chokeberry and sour cherry presented the highest antioxidant potential. Cookies with chokeberry, haskap and rosehip presented high activity in inhibiting α-amylase (65.5, 60.6 and 62.2% of inhibition, respectively), but cookies with haskap, silver skin and quince in inhibiting α-glucosidase activity (23.0, 20.4 and 21.4% of inhibition, respectively). In the sensory evaluation, the most attractive were cookies with rosehip and pomegranate (6.3 and 5.8 score, respectively), but the lowest ratings were given to cookies with passion fruit and silver skin but especially quince cookies, which obtained the lowest desirability (3.7 score). The acceptability of fortified cookies was determined to the least extent by monomeric flavan-3-ols and phenolic acids (in minus in odour/flavour, bitterness, sweetness and global satisfaction), but anthocyanins, polymeric procyanidins and flavonols had the most significant positive impact on consumer acceptance of the assessed features, i.e., global satisfaction, odour/flavour, sweetness and bitterness (positive consumer drivers).

Pengaruh Proporsi Angkak (Red Mold Rice) Terhadap Karakteristik Fisikokimia dan Organoleptik Sosis Ikan Nila

The boiling process causes the color of the meat in the sausage to fade, so efforts are needed to improve the color of tilapia sausage using natural dyes that are safe for consumption. The addition of angkak was chosen for food coloring so that it can affect the level of consumer acceptance. The purpose of this study was to determine the effect of the addition of angkak proportion on the physicochemical characteristics and organoleptic score of tilapia sausage produced. The treatment added is the proportion of angkak which consists of 6 concentrations, namely 0%, 0.5%, 1%, 1.5%, 2% and 2.5% (% calculated from the total weight of tilapia and tapioca flour). The test parameters were water content, fat content, protein content, antioxidant activity, color intensity, hardness, and organoleptic test of taste, aroma, color, and texture. The best treatment was tilapia sausage with the addition of 1.5% angkak proportion (A3) with an average moisture content of 61.85%; protein 15.87%; fat 15.35%; antioxidant activity 40.49%; texture hardness 31.59 N; color intensity: brightness (L) 44.85; redness (a) 23.37; yellowness (b) 13.05; organoleptic: color 4.23 (red); taste 3.86 (moderately savory); aroma 2.63 (not fishy); texture 4.43 (chewy). Keywords: tilapia sausage, angkak

Consumer acceptance of social robots in domestic settings: A human-robot interaction perspective

Consumer acceptance of social robots in retail and service settings is an emerging field in marketing research. Social Home Robots (e.g., Jibo, Cozmo, and Kuri) serving various groups in domestic settings show significant retail and consumer service potential. However, most current research focuses on social robots that serve older or disabled individuals in domestic settings, leaving a gap in understanding consumer acceptance of Social Home Robots, particularly across different cultures. From the Human-Robot Interaction perspective, this article examines consumers' intentions to use Social Home Robots through a sequential mixed-method approach. Our findings indicate that consumers' intentions to use these robots are primarily influenced by key factors in Human-Robot Interaction: belief in social robot benefits, concern about privacy risks, trust, the robots' overall anthropomorphic design, and consumers' self-construal tendency. Furthermore, trust mediates the relationships between belief in social support, privacy concerns, independent self-construal, and usage intention. This study explores consumer acceptance of social robots serving diverse groups rather than special groups in domestic settings, contributing to the literature on social/service robots. It also offers business guidelines for designing and marketing Social Home Robots in retail.

Radiofrequency affects the decrystallization efficiency and physicochemical properties of rape honey via crystal structure modification and inactivating enzyme

Crystallization degrades the physicochemical properties of honey and reduces consumer acceptance. To address this issue, radiofrequency was developed to investigate the decrystallization efficiency and quality impact mechanism of rape honey. The results showed that radiofrequency significantly decreased the number and size of crystals, leading to shortening the decrystallization time to less than 10 min. The response surface optimization methodology further indicated that the highest decrystallization rate (98.72 ± 0.34 %) and lower 5-Hydroxymethylfurfural (2.45 ± 0.12 mg/kg) contents were obtained. Furthermore, radiofrequency changed the honey from a pseudoplastic into a Newtonian fluid efficiently due to the volumetric heating feature. It is worth noting that the inactivation of glucose oxidase reduced the antibacterial capacity, while the increase in total phenolic and flavonoid contents improved the antioxidant capacity of rape honey. In summary, current findings indicated that radiofrequency is a potential alternative decrystallization technology for water baths.

Development of Fruit Based Flavored White Cheese

Cheese is important food constituents among the processing dairy product. Nowadays flavored white cheese is alternatively provided as food product in order to increase consumer acceptance throughout the world. However, flavored cheeses not familiar to consume in Ethiopia. Hence the aim of this study was to develop and evaluate the nutritional and sensory appeal of fruit flavored white cheese. A total of 20 liters of fresh milk were brought from Holeta dairy research livestock farm so as to process the cheese. The fruits (Lemon & Orange) were purchased from Holeta fruit juice shops. The experiment was conducted in five treatments such as 3% fruit flavored cheese, 6% fruit flavored cheese, 9% fruit flavored cheese, 12% fruit flavored cheese and the control (cheese without fruit flavored) using mixture expert design software. Physicochemical of pH, titratable acidity, moisture content, ash content, crude protein, crude fat, mineral and sensory evaluation were done following standard procedures. All the samples were analyzed in duplicate. The sensory attributes were done using five hedonic scale by 15 semi-trained panelists. In this study the result showed that the highest mean score of pH value (6.04) for 12% fruit flavored cheese, Moisture content (3.76%) for 6% flavored cheese and Crude Fat (17.85%) for 3% flavored cheese respectively. Although the highest mean value of Ash (11.55%) and Crude Protein (53.72%) shown in the control. A significant difference (P<0.05) was shown by only Mg among Ca, Fe, Zn and K. Moreover, Color, flavor, odor, texture and overall acceptance shown no significant difference (P>0.05) from Sensory attributes. In conclusion, using fruit flavored cheese may enhance the nutritional quality and sensory acceptance of the cheese. This research study will provide good information for those working on fruit juice shops as well as juice industries to use as alternative product.

Quality by Design Perspectives for Designing Delivery System for Flavour and Fragrance: Current State‐of‐the‐Art and for Future Exploration

ABSTRACTQuality by design (QbD) is a systematic method for the development of product and process design to ensure quality and efficacy. In the fragrance and flavour industry, the design of delivery systems plays a crucial role in the overall product quality and consumer acceptance. This article analyses the current state‐of‐the‐art and future explorations from QbD perspective for designing appropriate delivery systems for flavour and fragrance applications. The QbD approach for delivery system design involves classifying critical quality attributes of the product and process, defining the critical process parameters and developing a design space to ensure product quality within the specified range. In addition, risk assessment and mitigation strategies are also a component of the QbD techniques, which ensure the robustness of the delivery system. Various delivery systems such as microencapsulation, nanoencapsulation, solid lipid nanoparticles and liposomes have been explored in the flavour and fragrance industry. These delivery systems provide controlled release, protection, and enhanced stability of the active ingredients. However, challenges such as scale‐up, reproducibility, and cost‐effectiveness need to be addressed to ensure their commercial viability. In conclusion, the QbD outlook provides a comprehensive framework for the design of carrier system for fragrance and flavour applications. The incorporation of risk assessment and mitigation strategies ensures the robustness of the delivery system, and the future exploration of advanced technologies may further enhance the efficiency and effectiveness of the QbD approach.

Novel infusions from underutilized exotic fruits: Sensory analysis and consumer acceptance

This study aimed to develop infusion bags from antioxidant-rich exotic fruits like Syzygium cumini, Psidium cattleianum, Psidium guajava, and Annona muricata, and characterize the physicochemical and sensory properties of the infusions. Infusion bags were prepared from oven dried, coarsely ground fruits which were then brewed in boiling hot water for 5 min. Nine trained panelists evaluated the fruit infusions, agreeing on 19 sensory attributes. A spider plot showed that the infusions did not significantly differ in the magnitude of their sensory attributes except for color. Multiple factor analysis (MFA) revealed that the fruity after taste was more related to the Psidium guajava infusion, contributing to a better liking. The overall liking of the infusions was not related to healthy eating patterns or variety seeking tendencies. The novel data from this study can contribute to the successful marketing of these healthy beverages and the development of the nutraceutical sector.

Supervised learning-based artificial senses for non-destructive fish quality classification

Human sensory techniques are inadequate for automating fish quality monitoring and maintaining controlled storage conditions throughout the supply chain. The dynamic monitoring of a single quality index cannot anticipate explicit freshness losses, which remarkably drops consumer acceptability. For the first time, a complete artificial sensory system is designed for the early detection of fish quality prediction. At non-isothermal storages, the rainbow trout quality is monitored by the gas sensors, texturometer, pH meter, camera, and TVB-N analysis. After data preprocessing, correlation analysis identifies the key parameters such as trimethylamine, ammonia, carbon dioxide, hardness, and adhesiveness to input into a back-propagation neural network. Using gas and textural key parameters, around 99 % prediction accuracy is achieved, precisely classifying fresh and spoiled classes. The regression analysis identifies a few gaps due to fewer datasets for model training, which can be reduced using few-shot learning techniques in the future. However, the multiparametric fusion of texture with gases enables early freshness loss detection and shows the capacity to automate the food supply chain completely.

Influences of appearance characteristics on consumer perception of ‘gu‐soo’ in fermented soybean paste (doenjang)

SummaryDoenjang, one of the representative soybean‐fermented foods in Korea, is a widely consumed food ingredient of stew, soup, and sauce/dip. In Korea, the term ‘gu‐soo’ is widely used to describe sensory characteristics of doenjang. Previous studies have reported that appearance characteristics such as colour, moisture content, and bean‐to‐paste ratio may affect consumer perception of gu‐soo in doenjang. The purpose of this study was to determine effects of appearance characteristics such as colour and bean‐to‐paste ratio on consumers' perception of gu‐soo in doenjang. A total of nine doenjang samples with three different colours and three different bean‐and‐paste ratios (0%, 25%, and 50%) were prepared. Consumer (N = 101) tests were conducted to measure consumer perception and acceptance of nine samples. Check‐all‐that‐apply (CATA) test on sensory characteristics perceived by each doenjang was also conducted. As a result of the CATA test, doenjang samples made of the same type of doenjang were perceived to have similar sensory characteristics. Having high levels of beans in the paste did not affect the liking attribute or consumer perception of ‘gu‐soo’ in doenjang (P > 0.05). Overall, consumers' perception of gu‐soo were influenced by the colour of doenjang (P < 0.05). This study found out that the colour of doenjang was more important in consumer perception of ‘gu‐soo’ in doenjang than bean content in the paste.

Proximate Composition and Functional Properties of Soyabeans (Glycine Max) Enriched Carbohydrate Diets

This study explored enhancing the nutritional value and functional properties of carbohydrate-rich diets by incorporating soybeans into millet, cassava, and yam. Soybeans, known for their high protein, unsaturated fats, and micronutrients, were used to fortify these staple foods. Proximate analysis assessed the macronutrient content of both the original and soybean-enriched samples, while functional properties such as water and oil absorption capacities, swelling index, bulk density, and gelation capacity were evaluated. Results showed significant increases in protein content, particularly in the millet-soybean mixture (29.81%), with relatively low levels of fat and ash. Functional assessments indicated millet’s highest gelation capacity and cassava’s superior water absorption. These findings suggest that soybean fortification can improve carbohydrate-rich diets’ nutritional quality and versatility. Further research is recommended to assess the impact of these dietary modifications on human health and consumer acceptance.

Consumer Perceptions and Acceptance of AR Menus in the Restaurant Industry

ABSTRACT Augmented reality (AR) technology is expanding into the restaurant industry, yet the use of AR menus has not been investigated yet. The purpose of this research is to study consumers’ perceptions of the use of AR menus in restaurants. A research model grounded in the Technology Acceptance Model (TAM) was used for the study. After 368 responses were collected through an online self-administered survey, multiple regression analyses were performed to explore the impact of factors on customer intention. The results of the study indicated that perceived usefulness, perceived innovativeness, subjective norm, perceived enjoyment, and perceived benefit influenced customer intention. In addition, it was found that there are gender differences in consumer intention. Managerial and theoretical implications are discussed; limitations and recommendations for future study are also provided.

Serving The Future: Factors Influencing Consumer Acceptance of Robotic Waiters in Restaurants

This research examines the factors influencing consumer acceptance of robotic waiters in restaurants. As the food service industry increasingly adopts robotic systems, it is essential to comprehend consumer approval for their effective integration. In this study, the Technology Acceptance Model (TAM) is utilized to investigate the key factors influencing consumer acceptance of robot waiters. It examines consumers' evaluations of these robots' usefulness and ease of use, as well as their attitudes and intentions. The findings illustrate the correlation between perceived usefulness, perceived ease of use, and attitude. Regression analysis highlights the significant roles of perceived ease of use and perceived usefulness in shaping attitudes toward technology, with the former having a more pronounced positive impact. However, anticipating future research into the complexities of user perception, particularly the negative correlation between perceived usefulness and attitude, is an exciting prospect for further investigation. This research enhances the understanding of consumer acceptance of robot waiters in restaurants and provides valuable insights for restaurant operators, policymakers, and other stakeholders. By addressing concerns related to technological adoption and customer preferences, this study guides the effective implementation of robot waiters in the restaurant industry, to improve operational efficiency and service quality.

Prospects of pulsed electric fields technology in food preservation and processing applications from sensory and consumer perspectives

SummaryPulsed electric field (PEF) technology is emerging as a versatile and effective alternative to traditional thermal processing, adeptly meeting consumer demands for fresh, safe, tasty, nutritious, and sustainable food products. By applying high‐voltage electric pulses for microseconds to milliseconds, PEF achieves microbial inactivation with minimal thermal impact. Beyond preservation, PEF technology can be used as a pre‐treatment for raw food materials to modify their cell structure, thus facilitating the subsequent food processing steps. Although initially applied to liquid foods, PEF application has been expanded to a diverse range of food categories, including juices, wines, potatoes, meats, and freeze‐dried products. Each application of PEF involves specific process parameters, which significantly influence the product outcomes. This review discusses the application of PEF across various food categories, with a focus on its impact on sensory attributes under different settings. The discussion will mainly revolve current research gaps and proposes strategies to increase consumer acceptance of PEF‐treated products, along with approaches for effectively communicating the benefits of this novel processing technology. It was found that emphasising the sensory, nutritional, and shelf‐life benefits on product packaging, and highlighting its environmental‐friendly benefit can improve consumer acceptance of PEF‐treated products. Furthermore, educating industry practitioners about the advantages of PEF is crucial for its broader implementation in food manufacturing. The successful advancement of PEF technology hinges on collaboration efforts among technologists, industry experts, sensory, and consumer scientists.

Do consumers care about organic when consuming speciality bakery products or is it all about indulgence?

PurposeThis study explores the viability of incorporating more expensive organic wheat flour into speciality bakery products, which are of superior quality, thus justifying the higher cost. As consumers may be reluctant to purchase organic speciality baked goods due to unfavorable taste associations with organic foods, particularly those consumed as a treat or for pleasure, this study investigates the impact of providing taste assurances and origin information on consumer acceptance and WTP for organic speciality bakery products.Design/methodology/approachUsing data from an online survey of US consumers, random parameter logit models were estimated and willingness-to-pay (WTP) values were calculated.FindingsStudy results show that the use of more expensive organic flour is justified for speciality bakery products when favorable taste assurances are provided or for consumers who value organic foods. Freshness indictors were only important in the case of speciality breads, but not for other products. Finally, improving consumer awareness of organic labeling standards does not significantly impact their organic product preferences or taste perceptions.Practical implicationsThis analysis aims to identify the product information likely to increase the consumption of organic speciality bakery/pastry products and thus support the incorporation of organic wheat flour into these higher-value products.Originality/valueWhile previous choice experiment studies have extensively examined consumer preferences for organic products, few have evaluated the impact of providing taste and freshness indicators, particularly in the context of vice goods. This study examines the impact of providing taste and freshness indicators on consumer acceptance and WTP for various organic speciality bakery/pastry products in stated choice experiments, where consumers to not have the option to taste the product. Specifically, we examine if taste and freshness assurances reduce potential negative organic product taste biases.

Understanding the Potential of Microbial Protein as a more Sustainable Food Source

Abstract The increasing global demand for protein, driven by population growth and dietary shifts, poses a challenge to conventional, inefficient food production systems. In response, alternative protein sources like microbial protein have gained traction for their potential to supply nutritional food more sustainably. Microbial protein, the protein-rich biomass of microorganisms, offers a promising solution due to its high nutritional value, resource efficiency, and climate resilience. However, challenges persist in transitioning to the use of sustainable feedstocks and navigating complex legislative frameworks, hindering widespread adoption. Effective legislative reforms, streamlined regulatory processes, and technological innovations are essential to unlock the full potential of microbial protein as a more sustainable food source. Moreover, consumer acceptance and behavioral changes are crucial for driving adoption and harnessing the environmental benefits of microbial protein. Ultimately, collaborative efforts across stakeholders, informed consumer choices, and policy interventions are imperative for realizing a sustainable food future, with microbial protein playing a pivotal role in this transformative journey. Information © The Authors 2024