Skip to main content

ORIGINAL RESEARCH article

Front. Sustain. Food Syst., 07 October 2024
Sec. Agricultural and Food Economics

Preferences for processed tomato products’ attributes: an explorative analysis of Italian consumers using a large sample

  • 1Department of Agricultural, Food, Natural Resources, Engineering (DAFNE), University of Foggia, Foggia, Italy
  • 2Department of Innovation Engineering, University of Salento, Lecce, Italy

Introduction: Price competition in the tomato market may lead Italian processing companies to adopt product differentiation strategies to attract consumers and raise revenues. Exploring consumers’ preferences for processed tomato products’ attributes can support companies in implementing product differentiation strategies and succeed in the market.

Methods: This study used a convenience sample of 602 Italian consumers to identify consumers’ preferences for processed tomato products’ attributes selected through a literature review and tested by the Best Worst Scaling (BWS) method. Also, a two-step cluster analysis was used to identify and size consumer groups with common preferences for tested product’s attributes.

Results: Overall, our results showed that Italian consumers of processed tomato products strongly preferred attributes such as Country of origin, Organic, and Social and economic sustainability labels. In addition, the analysis shows the existence of three distinct consumer segments such as “traditional,” “price-sensitive,” and “sustainable” consumers. The largest one was price-sensitive consumers followed by sustainable and traditional ones.

Discussion: Our findings have practical implications for producers and policymakers. Producers may use claims about the product’s origin jointly with an organic production logo and ethical label to differentiate their products and raise revenues. Likewise, policymakers should enhance monitoring and control measures to ensure with environmental, social, and economic sustainable standards compliance. This will support building consumer trust for those credence attributes. Overall, this study adds valuable insights to the existing literature on consumer preferences for processed tomato products, providing results with high external validity using a large convenience sample.

1 Introduction

Industrial tomato production is a resource-intensive (e.g., labor, water, chemicals) industry whose products, processed tomatoes, are globally traded as commodities (Ronga et al., 2017; Ronga et al., 2019). Processed tomato products encompass a wide variety of products such as whole peeled and unpeeled tomatoes, diced tomatoes, tomato paste, pulp, and puree. These products find extensive application in retail, food processing, and the food service industry (e.g., hotels, restaurants, and fast-food chains) (Samoggia et al., 2021). The global production of processed tomato products is approximately sized at 44.6 million tons (Mt) and Italy is the third-largest producer with 5.4 Mt., following the U.S. (11.4 Mt) and China (8.0 Mt), while Italy is the largest exporter country (ISMEA, 2024). In detail, Italian tomato production and processing stages are concentrated in two distinct geographical districts: the first located in the northern region of Emilia-Romagna and the second in southern regions like Apulia and Campania.1 The northern district accounts for approximately 3.1 Mt. of annual production and processing, drawing tomatoes from 36,000 hectares cultivated by 2,000 farmers, who supply 20 different processing companies2. In contrast, the southern regions produce roughly 2.6 Mt. annually, utilizing 28,000 hectares and involving 24 farmer cooperatives that supply 48 processing companies.3 Five companies dominate the Italian processed tomato market: Conserve Italia, Mutti, Calasco Società Agricola Inc., La Doria Inc., and Prices Industrie Alimentari (PIA) Co., Ltd.4

Worldwide companies are engaged in intense price competition to supply the market and this hinders their profitability (Lombardi et al., 2016; Čechura et al., 2021). In response to this challenge, companies may pursue a cost-reduction strategy by focusing on mergers and acquisitions to expand their production capacity and benefit from economies of scale, thus lowering their prices on the market (De Roest et al., 2018). While this strategy may attract price-sensitive consumers and increase sales volume, it may exacerbate price competition with major global players like U.S. and Chinese processed tomato producers. Also, focusing solely on price competition might neglect to consider consumer preferences for those quality attributes that the existing literature pointed out affecting consumers’ preferences for processed tomato products (Latino et al., 2023).

Alternatively, firms may adopt a product differentiation strategy that helps them avoid price competition by offering on the market a product with unique features that appeal to specific consumer segments. The existing marketing literature suggests that multiple extrinsic and intrinsic quality attributes influence consumer preferences for processed tomato products such as taste, tomato variety, brand, country of origin, geographical indications, packaging material, price, and labels (Frez-Muñoz et al., 2016; Hoek et al., 2017; Tisselli et al., 2017; Oenning et al., 2018; Zhu et al., 2018; Boesen et al., 2019).

Specifically, intrinsic attributes refer to the physical characteristics of a product such as taste and tomato variety (Steenkamp, 1989; Malekpour et al., 2022; Giezenaar et al., 2024). Instead, extrinsic attributes include attributes like brand, packaging material, price, and labels that are not related to the physical characteristics of the product but are also able to affect consumer’s purchasing decisions (Steenkamp, 1989¸ Malekpour et al., 2022¸ Giezenaar et al., 2024). Tomato product taste has been explored in a few studies which found shaping consumer preferences (Frez-Muñoz et al., 2016; Zhu et al., 2018). A cross-country study conducted by Frez-Muñoz et al. (2016) revealed that the taste of processed tomato products is a crucial factor in consumer’s purchasing decisions: Danish consumers preferred processed tomato products with a strong taste over those with medium or low taste; Chilean consumers preferred processed tomato products with a medium sweetness level; while Italians recorded higher acceptance rate for processed tomato products with stronger fresh aromatic notes (Zhu et al., 2018). These results are further supported by the general food marketing literature, indicating taste as a fundamental component of the choice criterion (Drewnowski, 1997; Birch, 1999; O’Neill et al., 2014; Saba et al., 2019; Duong et al., 2022; Török et al., 2023). Additionally, evidence suggests that the personal experience with a product already purchased in the past and its taste shape future purchasing decisions. In detail, if a consumer has had a negative previous experience with a product, they may hesitate to buy it again (Ragaert et al., 2004; Enneking et al., 2007). Also, intrinsic attributes such as tomato variety affect consumers’ choices toward processed tomato products as each tomato variety has unique sensory properties that influence consumers’ expectations regarding taste as pointed out by Spinelli et al. (2019). For instance, datterini tomatoes were the most preferred variety by Italians due to their higher sweetness level (Spinelli et al., 2019).

Consumer preferences for processed tomato products are also shaped by extrinsic attributes such as brand, country of origin, packaging material, price, and labels. Frez-Muñoz et al. (2016) pointed out that the product’s brand was one of the most important attributes for Italian consumers when purchasing processed tomato products. In detail, Italians preferred the farmer’s brand over a well-known industrial brand likely due to the Italian tradition of buying this product by farmers in large quantities for a whole year. Indeed, according to the general marketing literature, consumers associate local branded products with higher quality and they have greater trust in them since are perceived as safer and easier to trace back compared to industrial branded products (Feldmann and Hamm, 2015). Country of origin is another extrinsic quality attribute that scholars pointed to significantly shaping consumers’ preferences for processed tomato products. The cross-country study conducted by Frez-Muñoz et al. (2016) showed that consumers generally prefer processed tomato products from producing countries, such as the Mediterranean ones where field-grown practices are largely spread, contrasting to non-producing countries. Also, consumers preferred products with geographical indications, like protected designations of geographical origin (PDO), over conventional ones since the geographical indications work as an additional guarantee of the products’ origin (Frez-Muñoz et al., 2016). Among extrinsic attributes, the packaging material was found also to play a significant role in affecting consumers’ preferences for processed tomato products although these preferences vary across countries (Frez-Muñoz et al., 2016; Oenning et al., 2018; Boesen et al., 2019). Existing studies pointed out that glass packaging material was preferred by Chilean and Danish consumers as perceived as safer in preserving products, as well as environmentally friendly and reusable (Frez-Muñoz et al., 2016; Boesen et al., 2019). Contrasting findings were found by Frez-Muñoz et al. (2016) and Oenning et al. (2018) which showed that Dutch and Brazilian consumers largely preferred brick cartons and cans over glass containers since are easy to open. Regarding the price, research showed its key role in affecting consumer preferences for processed tomato products. A higher price was associated with a lower willingness to buy processed tomato products (Hoek et al., 2017). Furthermore, in a cross-country study, conducted by Tisselli et al. (2017), price was ranked the second attribute in shaping consumers’ preferences among European (EU) and non-EU consumers. These findings are consistent with the general food marketing literature, indicating price as a crucial factor in consumer purchasing decisions. Generally, a high price acts as a purchasing barrier, while a low price encourages purchasing decisions, as suggested by O’Donovan and McCarthy (2002), French (2003), Drewnowski and Darmon (2005), and Drewnowski and Monsivais (2020). Also, researchers suggested a growing consumer interest in organic processed tomato products compared to conventional options. This trend is mostly driven by rising consumer concerns regarding the potential health and environmental impacts associated with the use of pesticides and fertilizers in conventional agriculture (Frez-Muñoz et al., 2016; Riganelli and Marchini, 2017; Tisselli et al., 2017). Finally, rising consumers’ concerns about the living and working conditions of workers employed in tomato production, as well as the importance of guaranteeing a fair price to producers was found by Samoggia et al. (2021) who investigated a sample of Italian processed tomato consumers. These findings are consistent with the studies on fresh tomatoes conducted by Meyerding (2016) and Meyerding et al. (2019) which pointed out the importance for German consumers to guarantee that at least 10% of the final price of the product is transferred to the primary producer.

However, researchers have only tested a few selected product attributes jointly to determine consumers’ preferences. In detail, they did not provide a comprehensive evaluation of the product features that can influence consumers’ choices for processed tomato products, accounting for all the attributes identified in the literature. Furthermore, findings were collected mainly using small and non-representative samples collected across different geographical areas. Therefore, results can be referred only to the sample in which the study was performed and results show large variations which depend on the attributes included in the research design. Also, existing research did not identify, size, and profile the segment of consumers within the processed tomato products market who prioritize extrinsic and intrinsic quality attributes beyond price in their purchasing decisions. Thus, the current study extends the literature on processed tomato products by filling these gaps and informing producers about how to differentiate their products according to consumers’ preferences.

To reach this goal, the current research simultaneously accounts for the multiple extrinsic (i.e., brand, country of origin, geographical indications, organic label, price, social and economic sustainability labels, and sustainable packaging) and intrinsic (i.e., previous experience and tomato variety) that the literature pointed out affecting consumers’ preferences for processed tomato products (reported in Table 1 of section Material and Methods) and that may jointly influence consumer purchase decisions. Also, the work identifies and characterizes homogeneous consumer segments based on their preferences for the product attributes tested and using a large convenience sample of Italian processed tomato products consumers.

Table 1
www.frontiersin.org

Table 1. Socio-demographic characteristics of respondents (n = 602).

To rank consumer preferences for various extrinsic and intrinsic quality attributes of processed tomato products, the study employed the Best-Worst Scaling (BWS) method and a two-step cluster analysis to identify and characterize distinct groups of consumers (“segments”) based on their shared preferences for the product attributes. Both the BWS and cluster analysis were applied to a convenience sample of 602 Italian consumers who frequently purchase processed tomato products. Italy was specifically chosen as the case study due to its worldwide leadership in processing tomato production, allowing Italian companies to compete in the global market. The Italian market of processed tomato products was selected as Italy is the leading European producer and the largest exporter of processed tomato products (ISMEA, 2024).

2 Materials and methods

2.1 Data collection and description

Data were collected through a web-based survey conducted in 2022 by a professional marketing agency to a convenience sample of the Italian population (n = 602), stratified by age, gender, and area of residence. The sample was selected through quota sampling, a non-probabilistic technique. Data was managed according to the “Italian Personal Data Protection Code” (Legislative Decree no. 196 of 30 June 2003). Thus, all the subjects who decided to participate in the study gave informed consent, and all the data was collected anonymously. The survey collected information about Italian processed tomato products consumers, aged 18 years old and over, whose socio-demographics and economic characteristics are reported in Table 1.

2.2 Best-worst scaling method

The B-W analysis, developed by Louviere and Woodworth (1990), was performed to identify consumer preferences for processed tomato products’ attributes. This methodology was widely used in the food marketing literature to analyze consumer preferences for food products’ features (Finn and Louviere, 1992; Lagerkvist, 2013; de-Magistris et al., 2017). It consists of iteratively asking participants to choose the most preferred (“best”) and the least preferred (“worst”) product features, or items, of a choice set (Louviere et al., 2015). The BWS method, forcing respondents to make trade-offs between items, was found to have greater discrimination rather than rating scales, overcoming the issue of having many attributes with the same importance weights (Jaeger et al., 2008). The current BWS experiment aimed at identifying the consumer preferences for 9 tomato-processed attributes selected from the literature, as shown in Table 2. It had a balanced incomplete block design (12,4,3,1) which means that the 9 items were divided into 12 choice sets, with 3 items each, and every attribute appears 4 times in the choice sets. Finally, the term balanced means that every item appears the same number of times.

Table 2
www.frontiersin.org

Table 2. The nine processed tomato products’ quality attributes used in the survey.

The ranking for processed tomato products’ attributes was calculated for each respondent, as well as for the entire sample, by assessing +1 every time one item was considered the best and −1 every time it was considered the worst. Furthermore, for each attribute the overall score (B-W score) was calculated by subtracting the number of times the attribute was indicated most important (BEST) by the number of times it was indicated least important (WORST) in determining the purchasing choices of processed tomato products. Finally, for each attribute tested, the average score (B-W average score) was calculated by dividing the B-W score by the sample size.

2.3 Cluster analysis

Cluster analysis is commonly used in marketing research to segment market groups (Kitunen et al., 2022; Ravn, 2023). This methodology allows for dividing observations (in our case the respondents of the survey) into homogeneous groups identified by common characteristics. Therefore, the cluster analysis is aimed at classifying an initial set of n observations in k groups (Halpin, 2016). Then, the two-step cluster analysis was conducted to identify homogeneous groups of consumers. This methodology was considered appropriate for this study because it has been previously used to identify segments from individual B-W scores (Kitunen et al., 2022). Moreover, two-step cluster analysis can handle large sample sizes and the number of cluster solutions is not predetermined by the researcher. Finally, it allows the use of categorical and continuous variables (Kitunen et al., 2022). Hence, cluster solutions were generated using individual B-W scores and socio-demographic variables. The number of clusters was determined by using Bayesian Information Criterion (BIC) and log-likelihood (LL), as a distance measure. The segments were profiled with cross-tabulations and Chi-square tests were conducted on categorical variables to investigate differences between the segments. Furthermore, one-way ANOVA tests were conducted on continuous variables to analyze whether clusters significantly differed in the importance of each attribute, using the individual B-W score as a proxy for attribute-related importance. Subsequently, the paired statistically significant difference among the cluster means was investigated with post-hoc Tukey tests (p < 0.05). All analyses were conducted using IBM SPSS Statistics version 28 (IBM Corp, Armonk, N. Y., United States).

3 Results

Results from the average B-W score analysis, reported in Table 3, showed that among the nine attributes tested, Country of origin, Organic label, and Social and economic sustainability label were the most selected attributes from consumers, suggesting the importance of these features in affecting consumer’s purchase decisions for processed tomato products.

Table 3
www.frontiersin.org

Table 3. Sample-level best, worst, best-worst (B-W score), and average B-W score.

Specifically, findings indicated that the indication of the Country of origin was the most important attribute driving processed tomato products’ purchases among consumers, with the highest average B-W score of 1.42. The Organic label was the second most important attribute in choosing processed tomato products, with an average B-W score of 0.90. The attribute Social and economic sustainability label was ranked third among those tested, with an average B-W score of 0.86. Furthermore, results from the average B-W score analysis showed that the attributes of Sustainable packaging, Geographical indications, and Price were of secondary importance compared to the Country of origin, Organic label, and Social and economic sustainability labels. These attributes recorded an average value of Average B-W score equal to −0.06, −0.07, and −0.18, respectively. Finally, Previous experience, Tomato variety, and Brand were the three least important attributes among the nine tested. For these attributes, the average B-W score was equal to −0.70, −1.08, and −1.08, respectively.

Consumer heterogeneity was explored through the two-step cluster analysis aiming to identify homogeneous groups of consumers with common preferences for processed tomato products’ attributes. The individual B-W scores of the total sample and socio-demographic variables were used to identify segments, which is consistent with other segmentation studies (Kitunen et al., 2022). A three-segment solution was obtained by two-step cluster analysis, consisting of 35.4, 42.9, and 21.8% of the respondents in the sample, respectively. The goodness-of-fit of the model was measured by the silhouette measure of cohesion and separation which was equal to 0.2, suggesting a fair outcome (Kitunen et al., 2022). The predictor importance levels of each segmentation variable were higher than 0.0, meaning that every single variable contributed to some variation within the clusters (Kitunen et al., 2022). In detail, results showed that the Social and economic sustainability label was the most important variable in cluster formation with a predictor importance score equal to 1.0, followed by Previous experience (0.81), Organic label (0.78), and occupation (0.72). Instead, inhabitants of the municipality (0.01), Geographical indications (0.03), and gender (0.04) were the least important variables. Between-cluster differences were examined using the Pearson Chi-square test and one-way analysis of variance (ANOVA) with the Tukey post-hoc test. Significant differences between the three segments were confirmed for all the variables used to identify the clusters. Table 4 shows the cluster analysis results that were used to determine the segments of individuals with common preferences for processed tomato products’ attributes.

Table 4
www.frontiersin.org

Table 4. Cluster analysis results.

A three-cluster solution grouped consumers to maximize homogeneity within clusters, while at the same time maximizing heterogeneity between clusters. This was based on their individual B-W scores and their socio-demographic characteristics.

Cluster 1, called traditional consumers, was the smallest group identified in the study including 21.8% of the sample. Traditional consumers valued the Country of origin of processed tomato products more than did the other groups (2.1), while they also valued other product features such as Organic label (1.6), and Social and economic sustainability label (1.6). Traditional consumers were less interested in tomato variety (−1.8), previous experience (−1.8), and brand (−1.7). Traditional consumers were mainly men (51.9%), with an average age of 63 years old. Traditional consumers mostly had a household size of two components (42.7%); most of them had a high school education level (56.5%), were retired (58.8%), with a family monthly income below €1,500 (41.2%). Finally, traditional consumers were mainly located in municipalities with less than 20,000 inhabitants (41.2%).

Cluster 2, called price-sensitive consumers, represented the largest group and included 42.9% of the sample. Specifically, Price as the motive of tomato-processed products’ choices was ranked highly (1.3). Moreover, the price-sensitive consumers’ group valued the Price more than the other groups, suggesting the importance of this attribute in affecting processed tomato products’ purchasing decisions. Instead, price-sensitive consumers were less interested in those segmentation variables related to sustainability like Sustainable packaging (−1.2), and Social and economic sustainability label (−0.7). Price-sensitive consumers were mainly men (56.6%), with an average age of 46 years old. Most of the price-sensitive consumers had a household size of three components (29.1%); most of them had a high school education’s level (57.5%), were full-time employed (47.3%), with a family monthly income between €1,501 and 2,000 (28.7%). Finally, price-sensitive consumers were mainly located in municipalities with less than 20,000 inhabitants (48.8%).

Cluster 3, named sustainable consumers, consisted of 35.4% of the respondents in the total sample. Sustainable consumers recorded the highest score for Organic label (2.3), Social and economic sustainability label (2.3), and Sustainable packaging (1.1), while they were less interested in the Brand (−2.0), Previous experience (−1.92), and Price (−1.76). Sustainable consumers were mainly women (60.1%), with an average age of 41 years old. Most of the sustainable consumers had a household size of four components (31.9%) and most of them had a high school education level (57.7%). However, sustainable consumers had, more than other groups, the highest level of education (23.0%), such as a master’s degree and/or postgraduate (Ph.D., master’s) education. Furthermore, sustainable consumers were full-time employed (58.7%), and with a family monthly income between €1,501 and 2,000 (27.7%). However, sustainable consumers showed, more than those in the other groups, to have the highest family monthly income, such as between €2,001 and 3,000 (41.3%). Finally, sustainable consumers were mainly located in municipalities with the number of inhabitants between 20,000 and 100,000 (41.3%).

4 Discussion

The current study investigated consumers’ preferences for processed tomato products’ attributes through the BWS method. Findings pointed out that Italian consumers largely preferred product attributes such as Country of origin, Organic label, and Social and economic sustainability label associated with processed tomato products. The Country of origin received the highest value of BWS (1.42) and this result was consistent with that obtained by Frez-Muñoz et al. (2016) who analyzed preferences for processed tomato products through a small sample of Italian consumers (n = 80). The Italian preference for domestic products over foreign ones was also consistent with extensive literature from agri-food markets such as that of milk (Mauracher et al., 2013), extra-virgin olive oil (De Gennaro et al., 2021), fish (Bimbo et al., 2022), and fresh fruit and vegetables (Migliore et al., 2015; Török et al., 2023). National food products were preferred by consumers over foreign ones as they perceived having an overall enhanced quality as well as they believed that buying national foods would help their economy and support local farmers (Chambers et al., 2007; Mauracher et al., 2013). Further consumers’ motivation in preferring domestic processed tomato products may be related to the consumers’ opposition to long-distance food systems due to their negative environmental impacts (Costanigro et al., 2015).

The second most important attribute associated with processed tomato products was the Organic label which received a value of BWS equal to 0.90. This result was in line with the study carried out by Frez-Muñoz et al. (2016) showing that organic processed tomato products were preferred over conventional ones by Italians. Also, this finding was consistent with the existing evidence suggesting that consumers overall preferred organic agri-food products over conventional ones. The relative importance of organic features over others can be due to some complementary or simultaneous motivations. First, organic products were largely preferred by consumers due to the increasing concerns about the negative impacts of conventional agricultural practices on the environment (Tobler et al., 2011; Meyerding, 2016). Additionally, consumers mostly preferred organic products as perceived as having an overall higher quality, “original” taste, and lower impact on human health thanks to the lower use of synthetic chemicals for their production (Zanoli and Naspetti, 2002; Ness et al., 2010; Boncinelli et al., 2017; Hoek et al., 2017).

The third and last product’s attribute able to drive consumers’ preferences for processed tomato products was Social and economic sustainability label that received a value of BWS equal to 0.86. Despite the lack of evidence from the literature about the product tested, research on fresh tomatoes highlighted a growing consumer interest in ethical aspects related to its primary production. For instance, Meyerding (2016) investigating German consumers pointed out that the Fairtrade logo was one of the highest relevant attributes in driving consumer interest in fresh tomatoes to guarantee fair revenue for farmers and avoid labor exploitation. Also, the Italians’ interest in ethical accreditations likely reflects the growing concerns about labor exploitation in the Italian tomato production sector. The latter has been widely documented in Southern Italian production areas by mass media5 and academics over the past 10 years raising Italians’ awareness about this issue (Howard and Forin, 2019; Melossi, 2021).

Overall results confirmed the growing consumers’ interest in sustainable-related attributes of processed tomato products: Italians mostly preferred processing tomatoes produced according to organic standards, without labor exploitation, and able to guarantee fair revenues for local producers. However, Italians placed marginal interest in sustainable product features associated with the packaging. This result may be justified by the fact that most processed tomato products are usually sold in glass containers which consumers usually consider as already environmentally-friendly packaging solutions as reusable (Tobler et al., 2011).

Findings from the BWS method allowed us to rank the nine attributes related to processed tomato products available in the market and that the existing literature reported affecting consumers’ choices.

Then, the following two-step cluster analysis allowed us to detect three segments of consumers (i.e., traditional, price-sensitive, and sustainable) having common preferences for processed tomato products’ attributes and provides a more granular picture of the Italian market for the product tested.

The group of traditional consumers, encompassing approximately 21.8% of the sample, assigned the highest score to Country of origin (2.1) than that assigned by other groups. The existence of traditional consumers in the processed tomato products market is in line with previous studies from the general marketing literature which identified the traditional consumer as an aged male showing a strong interest in the origin of the raw material (Grunert and Aachmann, 2016; De Gennaro et al., 2021). Also, in the current study traditional consumers placed interest in whether the product was organically produced, without labor exploitation, and packaged in sustainable material. However, traditional consumers’ interest in sustainable-related attributes was lower than that assigned by consumers in the sustainable consumers group. Therefore, this group of consumers preferred local tomato products produced according to traditional methods of cultivation such as the organic one which lowered the use of pesticides and fertilizers preserving the health of the agroecosystem. Also, traditional consumers cared about economic fairness across the food supply chain actors: in detail, farmers receive a fair revenue for their work preserving them from labor exploitation. Surprisingly, traditional consumers were marginally interested in geographical indications associated with processed tomato products. This result was likely since geographical indications in the Italian market of processed tomato products are only few and are related to specific tomato varieties (e.g., Piennolo tomato from Vesuvio PDO, San Marzano tomato from Agro Sarnese-Nocerino PDO, Pachino tomato PGI)6 instead, hundreds of geographical indications are available in other food markets such as in the extra virgin olive oil and wine markets (Belletti et al., 2017). Thus, consumers may have litter awareness and thus limited knowledge related to the availability of geographical indications in the processed tomato products market justifying the lower consumer’s interest for this related attribute.

The price-sensitive consumers group was the largest one detected from the two-step cluster analysis, encompassing 42.9% of the total sample and grouping middle-aged males with a medium level of education and income. Price-sensitive consumers group was previously detected in other agrifood markets such as the fresh tomato (Jürkenbeck et al., 2020) and the extra-virgin olive oil (De Gennaro et al., 2021) although the size of the price-sensitive consumers’ group in the processed tomato products’ market is greater than that detected in other food markets. Price-sensitive consumers selected the product by a mix of attributes such as previous experience, taste, and price while their products’ choices were not affected by sustainable-related attributes, confirming findings from existing studies. Additionally, price-sensitive consumers valued the product’s brand in their decision process. The brand can be an additional guarantee of a specific price range and organoleptic characteristics (Sahin et al., 2011) of processed tomato products which are considered important attributes by price-sensitive consumers. Furthermore, the high frequency of consumption of tomato-processed products by Italians has increased their routine shopping habits leading price-sensitive consumers to choose the usual product, of a known brand, with a specific taste and a good value for money.

Finally, the sustainable consumers’ group was found to be 35.4% of the total sample corresponding to the second most important segment in terms of dimension after the price-sensitive one. The existing marketing literature on processed tomato products failed to detect the existence of sustainable consumers which in the current study were profiled as middle-aged females, with a high level of education and income. These findings were consistent with previous studies on other agri-food products such as fresh tomatoes (Jürkenbeck et al., 2020), extra-virgin olive oil (De Gennaro et al., 2021), and fish (Bimbo et al., 2022) which identified highly educated and wealthy females as those consumers strongly interested in sustainable-related features of food products. In detail, sustainable consumers found in the processed tomato products market were interested that products were organically produced, avoiding labor exploitation at the farm level, and later packaged in sustainable materials. Also, the country of origin of processed tomato products was found to be important for sustainable consumers although in a secondary way than that of traditional consumers. This result may be likely since the consumption of national foods is generally perceived by sustainable consumers as environmentally friendly thanks to the reduction of transportation distances that allows for mitigating greenhouse gas emissions, contributing to improving the carbon footprint (Reich et al., 2018).

These findings have practical implications for tomato-processing companies and policymakers. On one hand, Italian companies willing to differentiate their products, alongside the legal obligation to indicate on the label the place of cultivation and processing of tomatoes,7 may want to further highlight the origin of tomatoes in their products, through the use of claims (e.g., 100% Italian), as consumers prioritize place of origin information on labels and prefer domestic processed tomato products over foreign ones. Also, tomato-processing companies can differentiate their products by investing in sustainable attributes that guarantee consumers the respect of the environment and workers’ rights in producing tomatoes. The current study documented for the first time the consumers’ growing interest in the ethical aspects of processed tomato products’ production, such as the safety, health, and welfare of workers. This trend presents an opportunity for tomato-processing companies to differentiate their products and raise their revenue. Finally, to avoid consumer information overload due to the coexistence of several labels on the pack, tomato-processing companies may further communicate sustainable-related attributes to consumers through digital innovations, like smart labels (e.g., QR codes), by complementing that information already available on the label.

On the other hand, policymakers aiming to promote sustainable food consumption patterns and support the global transition to a fair, healthy, and environmentally friendly food system as advocated by the Farm to Fork Strategy, should educate consumers about the various sustainability labels available on the processed tomato market. By increasing consumers’ knowledge of these labels and promoting informed choices, public informational campaigns can encourage their adoption and contribute to a more sustainable future. Also, since sustainable-related attributes like organic and NO CAP labels are defined as credence attributes considering that consumers can not verify the truthfulness even after consumption (Janssen and Hamm, 2012), policymakers should strengthen monitoring and control measures. This will help to increase consumers’ trust in the multiple sustainability attributes available. Thirdly, to prevent consumer confusion resulting from several independent ethical certifications such as Global GAP with GRASP assessment, SA8000,8 and NO CAP certification,9 policymakers should promote standardized ethical accreditation.

Finally, the current study also comes with some limitations and future research directions. First, although our convenience sample reflects the characteristics of the whole Italian population, the sampling method is not probabilistic. Therefore, future research may focus on a representative sample using probabilistic method. Second, as our analysis is only limited to one country, our findings might not be generalizable to other geographical areas. However, considering that in 2023, the Italian processed tomato products industry had the best trade balance between imports and exports, with 4.1 million tons of exports valued at 2.8 billion Euros (ISMEA, 2024), it would be beneficial to further investigate consumer preferences for processed tomato products’ attributes in different markets to support companies in developing their export strategies. Then, future research may focus on different geographical areas. Third, other sustainable-related attributes of processed tomato products like carbon and water footprint were not considered among those able to affect consumers’ preferences. Therefore, future research may focus on other sustainable-related attributes to further study the multidimensional nature of sustainability.

Data availability statement

The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.

Author contributions

ACa: Writing – original draft, Visualization, Software, Methodology, Formal analysis, Data curation, Conceptualization. FB: Writing – original draft, Supervision, Methodology, Conceptualization. BD: Writing – review & editing, Supervision, Methodology. ML: Writing – review & editing, Funding acquisition, Conceptualization. ACo: Writing – review & editing, Project administration, Funding acquisition. RV: Writing – review & editing, Project administration, Funding acquisition, Conceptualization.

Funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was carried out within the Agritech National Research Center and received funding from the European Union Next-GenerationEU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR) - MISSIONE 4 COMPONENTE 2, INVESTIMENTO 1.4 - D.D. 1032 17/06/2022, CN00000022). This manuscript reflects only the authors’ views and opinions, neither the European Union nor the European Commission can be considered responsible for them.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Footnotes

1. ^Tomato, Associazione Nazionale Industriali Conserve Alimentari Vegetali (ANICAV), https://anicav.it/i-prodotti/pomodoro/ (Accessed March 16, 2023).

2. ^OI Industrial Tomato Northern Italy, OI Pomodoro da Industria Nord Italia, https://oipomodoronorditalia.it/chi-siamo/, (Accessed March 16, 2023).

3. ^Home. OI Pomodoro da Industria Bacino Centro Sud Italia, https://oipomodorocentrosud.it/ (Accessed March 16, 2023).

4. ^Ognibene, S., Benchmark: the accounts of Conserve Italia, La Doria, Star, Mutti and Casalasco X-rayed, GDO news, last modified September 7, 2022, https://www.gdonews.it/2022/09/07/benchmark-i-conti-di-conserve-italia-la-doria-star-mutti-e-casalasco-ai-raggi-x/.

5. ^The terrible truth about your tin of Italian tomatoes, The Guardian, https://www.theguardian.com/global-development/2017/oct/24/the-terrible-truth-about-your-tin-of-italian-tomatoes [Accessed on 5 June, 2024].

6. ^Control and tariff plans for PDO and PGI products. Ministry of Agriculture, Food Sovereignty and Forestry, accessed August 4, 2024, https://www.politicheagricole.it/flex/cm/pages/ServeBLOB.php/L/IT/IDPagina/7722.

7. ^DECREE 16 November 2017. Indication of the origin on the label of the tomato. (18A01366) (OJ General Series n.47 of 26-02-2018), https://www.gazzettaufficiale.it/eli/id/2018/02/26/18A01366/sg.

8. ^Branthôme F.-X., Princes: QR codes as proactive approach to illegal labour, TOMATO NEWS SAS, last modified October 10, 2020, https://www.tomatonews.com/en/princes-qr-codes-as-proactive-approach-to-illegal-labour_2_1161.html.

9. ^The Stamp No Cap, No Cap Association, https://www.associazionenocap.it/il-bollino-nocap (Accessed October 4, 2023).

References

Belletti, G., Marescotti, A., and Brazzini, A. (2017). “Old world case study: the role of protected geographical indications to foster rural development dynamics: the case of Sorana bean PGI,” in The importance of place: geographical indications as a tool for local and regional development. eds. W. Caenegemvan and J. Cleary (Cham, Switzerland: Springer), 253–276.

Google Scholar

Bimbo, F., Viscecchia, R., De Devitiis, B., Seccia, A., Roma, R., and De Boni, A. (2022). How do Italian consumers value sustainable certifications on fish?—An explorative analysis. Sustain. For. 14:3654. doi: 10.3390/su14063654

Crossref Full Text | Google Scholar

Birch, L. L. (1999). Development of food preferences. Annu. Rev. Nutr. 19, 41–62. doi: 10.1146/annurev.nutr.19.1.41

Crossref Full Text | Google Scholar

Boesen, S., Bey, N., and Niero, M. (2019). Environmental sustainability of liquid food packaging: is there a gap between Danish consumers' perception and learnings from life cycle assessment? J. Clean. Prod. 210, 1193–1206. doi: 10.1016/j.jclepro.2018.11.055

Crossref Full Text | Google Scholar

Boncinelli, F., Contini, C., Romano, C., Scozzafava, G., and Casini, L. (2017). Territory, environment, and healthiness in traditional food choices: insights into consumer heterogeneity. Int. Food Agrib. Manag. Rev. 20, 143–157. doi: 10.22434/IFAMR2015.0177

Crossref Full Text | Google Scholar

Čechura, L., Žáková Kroupová, Z., and Samoggia, A. (2021). Drivers of productivity change in the italian tomato food value chain. Agriculture 11:996. doi: 10.3390/agriculture11100996

Crossref Full Text | Google Scholar

Chambers, S., Lobb, A., Butler, L., Harvey, K., and Traill, W. B. (2007). Local, national and imported foods: a qualitative study. Appetite 49, 208–213. doi: 10.1016/j.appet.2007.02.003

PubMed Abstract | Crossref Full Text | Google Scholar

Costanigro, M., Deselnicu, O., and Kroll, S. (2015). Food beliefs: elicitation, estimation and implications for labeling policy. J. Agric. Econ. 66, 108–128. doi: 10.1111/1477-9552.12085

Crossref Full Text | Google Scholar

De Gennaro, B. C., Roselli, L., Bimbo, F., Carlucci, D., Cavallo, C., Cicia, G., et al. (2021). Do Italian consumers value health claims on extra-virgin olive oil? J. Funct. Foods 81:104461. doi: 10.1016/j.jff.2021.104461

Crossref Full Text | Google Scholar

De Roest, K., Ferrari, P., and Knickel, K. (2018). Specialisation and economies of scale or diversification and economies of scope? Assessing different agricultural development pathways. J. Rural. Stud. 59, 222–231. doi: 10.1016/j.jrurstud.2017.04.013

Crossref Full Text | Google Scholar

De-Magistris, T., Gracia, A., and Barreiro-Hurle, J. (2017). Do consumers care about European food labels? An empirical evaluation using best-worst method. Br. Food J. 119, 2698–2711. doi: 10.1108/BFJ-11-2016-0562

Crossref Full Text | Google Scholar

Drewnowski, A. (1997). Taste preferences and food intake. Annu. Rev. Nutr. 17, 237–253. doi: 10.1146/annurev.nutr.17.1.237

Crossref Full Text | Google Scholar

Drewnowski, A., and Darmon, N. (2005). Food choices and diet costs: an economic analysis. J. Nutr. 135, 900–904. doi: 10.1093/jn/135.4.900

Crossref Full Text | Google Scholar

Drewnowski, A., and Monsivais, P. (2020). “Taste, cost, convenience, and food choices” in Present knowledge in nutrition. eds. B. P. Marriott, D. F. Birt, V. A. Stallings, and A. A. Yates (USA and United Kingdom: Academic Press), 185–200.

Google Scholar

Duong, C., Sung, B., Lee, S., and Easton, J. (2022). Assessing Australian consumer preferences for fresh pork meat attributes: a best-worst approach on 46 attributes. Meat Sci. 193:108954. doi: 10.1016/j.meatsci.2022.108954

PubMed Abstract | Crossref Full Text | Google Scholar

Enneking, U., Neumann, C., and Henneberg, S. (2007). How important intrinsic and extrinsic product attributes affect purchase decision. Food Qual. Prefer. 18, 133–138. doi: 10.1016/j.foodqual.2005.09.008

Crossref Full Text | Google Scholar

Feldmann, C., and Hamm, U. (2015). Consumers’ perceptions and preferences for local food: a review. Food Qual. Prefer. 40, 152–164. doi: 10.1016/j.foodqual.2014.09.014

Crossref Full Text | Google Scholar

Finn, A., and Louviere, J. J. (1992). Determining the appropriate response to evidence of public concern: the case of food safety. J. Public Policy Mark. 11, 12–25. doi: 10.1177/074391569201100202

Crossref Full Text | Google Scholar

French, S. A. (2003). Pricing effects on food choices. J. Nutr. 133, 841S–843S. doi: 10.1093/jn/133.3.841S

Crossref Full Text | Google Scholar

Frez-Muñoz, L., Steenbekkers, B., and Fogliano, V. (2016). The choice of canned whole peeled tomatoes is driven by different key quality attributes perceived by consumers having different familiarity with the product. J. Food Sci. 81, S2988–S2996. doi: 10.1111/1750-3841.13539

PubMed Abstract | Crossref Full Text | Google Scholar

Giezenaar, C., Godfrey, A. J. R., Foster, M., and Hort, J. (2024). Effects of intrinsic and extrinsic product characteristics related to protein source, health and environmental sustainability, on product choice and sensory evaluation of meatballs and plant-based alternatives. Food Qual. Prefer. 113:105070. doi: 10.1016/j.foodqual.2023.105070

Crossref Full Text | Google Scholar

Grunert, K. G., and Aachmann, K. (2016). Consumer reactions to the use of EU quality labels on food products: a review of the literature. Food Control 59, 178–187. doi: 10.1016/j.foodcont.2015.05.021

Crossref Full Text | Google Scholar

Halpin, B. (2016). Cluster analysis stopping rules in Stata. Working paper WP2016-01. Available at: http://ulsites.ul.ie/sociology/sites/default/files/wp2016-01.pdf (Accessed October 15, 2022).

Google Scholar

Hoek, A. C., Pearson, D., James, S. W., Lawrence, M. A., and Friel, S. (2017). Healthy and environmentally sustainable food choices: consumer responses to point-of-purchase actions. Food Qual. Prefer. 58, 94–106. doi: 10.1016/j.foodqual.2016.12.008

Crossref Full Text | Google Scholar

Howard, N., and Forin, R. (2019). Migrant workers, ‘modern slavery’and the politics of representation in Italian tomato production. Econ. Soc. 48, 579–601. doi: 10.1080/03085147.2019.1672426

Crossref Full Text | Google Scholar

ISMEA (2024). Vegetable trends n. 1/2024 – January 2024. Focus canned tomatoes. Istituto di Servizi per il Mercato Agricolo Alimentare. Available at: https://www.ismeamercati.it/flex/cm/pages/ServeBLOB.php/L/IT/IDPagina/12908 (Accessed March 7, 2024).

Google Scholar

Jaeger, S. R., Jørgensen, A. S., Aaslyng, M. D., and Bredie, W. L. (2008). Best–worst scaling: an introduction and initial comparison with monadic rating for preference elicitation with food products. Food Qual. Prefer. 19, 579–588. doi: 10.1016/j.foodqual.2008.03.002

Crossref Full Text | Google Scholar

Janssen, M., and Hamm, U. (2012). Product labelling in the market for organic food: consumer preferences and willingness-to-pay for different organic certification logos. Food Qual. Prefer. 25, 9–22. doi: 10.1016/j.foodqual.2011.12.004

Crossref Full Text | Google Scholar

Jürkenbeck, K., Spiller, A., and Meyerding, S. G. (2020). Tomato attributes and consumer preferences–a consumer segmentation approach. Br. Food J. 122, 328–344. doi: 10.1108/BFJ-09-2018-0628

Crossref Full Text | Google Scholar

Kitunen, A., Carins, J., and De Diana, J. (2022). Segments of military ration pack eaters: choice preferences among groups. Appetite 174:106023. doi: 10.1016/j.appet.2022.106023

PubMed Abstract | Crossref Full Text | Google Scholar

Lagerkvist, C. J. (2013). Consumer preferences for food labelling attributes: comparing direct ranking and best–worst scaling for measurement of attribute importance, preference intensity and attribute dominance. Food Qual. Prefer. 29, 77–88. doi: 10.1016/j.foodqual.2013.02.005

Crossref Full Text | Google Scholar

Latino, M. E., Menegoli, M., and Corallo, A. (2023). Relevant attributes influencing consumers’ tomato acceptance: a systematic review and research agenda. J. Agric. Food Industr. Organ. 21, 129–146. doi: 10.1515/jafio-2021-0047

Crossref Full Text | Google Scholar

Lombardi, A., Verneau, F., and Lombardi, P. (2016). Development and trade competitiveness of the Italian tomato sector. Agric. Econ. Rev. 17, 5–19. doi: 10.22004/ag.econ.262431

Crossref Full Text | Google Scholar

Louviere, J. J., Flynn, T. N., and Marley, A. A. J. (2015). Best-worst scaling: theory, methods and applications. United Kingdom: Cambridge University Press.

Google Scholar

Louviere, J. J., and Woodworth, G. G. (1990). Best-worst scaling: a model for largest difference judgments. Working paper. Edmonton, Canada: University of Alberta.

Google Scholar

Malekpour, M., Yazdani, M., and Rezvani, H. (2022). Investigating the relationship between intrinsic and extrinsic product attributes with customer satisfaction: implications for food products. Br. Food J. 124, 578–598. doi: 10.1108/BFJ-02-2022-0097

Crossref Full Text | Google Scholar

Mauracher, C., Tempesta, T., and Vecchiato, D. (2013). Consumer preferences regarding the introduction of new organic products. The case of the Mediterranean Sea bass (Dicentrarchus labrax) in Italy. Appetite 63, 84–91. doi: 10.1016/j.appet.2012.12.009

Crossref Full Text | Google Scholar

Melossi, E. (2021). ‘Ghetto tomatoes’ and ‘taxi drivers’: the exploitation and control of sub-Saharan African migrant tomato pickers in Puglia, southern Italy. J. Rural. Stud. 88, 491–499. doi: 10.1016/j.jrurstud.2021.04.009

Crossref Full Text | Google Scholar

Meyerding, S. G. (2016). Consumer preferences for food labels on tomatoes in Germany–a comparison of a quasi-experiment and two stated preference approaches. Appetite 103, 105–112. doi: 10.1016/j.appet.2016.03.025

PubMed Abstract | Crossref Full Text | Google Scholar

Meyerding, S. G., Trajer, N., and Lehberger, M. (2019). What is local food? The case of consumer preferences for local food labeling of tomatoes in Germany. J. Clean. Prod. 207, 30–43. doi: 10.1016/j.jclepro.2018.09.224

Crossref Full Text | Google Scholar

Migliore, G., Galati, A., Romeo, P., Crescimanno, M., and Schifani, G. (2015). Quality attributes of cactus pear fruit and their role in consumer choice: the case of Italian consumers. Br. Food J. 117, 1637–1651. doi: 10.1108/BFJ-04-2014-0147

Crossref Full Text | Google Scholar

Ness, M. R., Ness, M., Brennan, M., Oughton, E., Ritson, C., and Ruto, E. (2010). Modelling consumer behavioural intentions towards food with implications for marketing quality low-input and organic food. Food Qual. Prefer. 21, 100–111. doi: 10.1016/j.foodqual.2009.08.012

Crossref Full Text | Google Scholar

O’Donovan, P., and McCarthy, M. (2002). Irish consumer preference for organic meat. Br. Food J. 104, 353–370. doi: 10.1108/00070700210425778

Crossref Full Text | Google Scholar

O’Neill, V., Hess, S., and Campbell, D. (2014). A question of taste: Recognising the role of latent preferences and attitudes in analysing food choices. Food Qual. Prefer. 32, 299–310. doi: 10.1016/j.foodqual.2013.10.003

Crossref Full Text | Google Scholar

Oenning, E. J., Guimarães Junior, D., and Medeiros, D. D. D. (2018). Brazilian consumer preferences for processed tomato packaging using conjoint analysis. J. Food Prod. Mark. 24, 724–744. doi: 10.1080/10454446.2017.1344598

Crossref Full Text | Google Scholar

Ragaert, P., Verbeke, W., Devlieghere, F., and Debevere, J. (2004). Consumer perception and choice of minimally processed vegetables and packaged fruits. Food Qual. Prefer. 15, 259–270. doi: 10.1016/S0950-3293(03)00066-1

Crossref Full Text | Google Scholar

Ravn, R. L. (2023). Which employers have refugee employees—and which do not? Employer typologies developed through hierarchical cluster analyses. Soc. Policy Adm. 57, 67–86. doi: 10.1111/spol.12873

Crossref Full Text | Google Scholar

Reich, B. J., Beck, J. T., and Price, J. (2018). Food as ideology: measurement and validation of locavorism. J. Consum. Res. 45, 849–868. doi: 10.1093/jcr/ucy027

Crossref Full Text | Google Scholar

Riganelli, C., and Marchini, A. (2017). Governance and quality disclosure: the palm oil issue. Br. Food J. 119, 1718–1731. doi: 10.1108/BFJ-11-2016-0566

Crossref Full Text | Google Scholar

Ronga, D., Parisi, M., Pentangelo, A., Mori, M., and Di Mola, I. (2019). Effects of nitrogen management on biomass production and dry matter distribution of processing tomato cropped in southern Italy. Agronomy 9:855. doi: 10.3390/agronomy9120855

Crossref Full Text | Google Scholar

Ronga, D., Zaccardelli, M., Lovelli, S., Perrone, D., Francia, E., Milc, J., et al. (2017). Biomass production and dry matter partitioning of processing tomato under organic vs conventional cropping systems in a Mediterranean environment. Sci. Hortic. 224, 163–170. doi: 10.1016/j.scienta.2017.05.037

Crossref Full Text | Google Scholar

Saba, A., Sinesio, F., Moneta, E., Dinnella, C., Laureati, M., Torri, L., et al. (2019). Measuring consumers attitudes towards health and taste and their association with food-related life-styles and preferences. Food Qual. Prefer. 73, 25–37. doi: 10.1016/j.foodqual.2018.11.017

Crossref Full Text | Google Scholar

Sahin, A., Zehir, C., and Kitapçı, H. (2011). The effects of brand experiences, trust and satisfaction on building brand loyalty; an empirical research on global brands. Procedia Soc. Behav. Sci. 24, 1288–1301. doi: 10.1016/j.sbspro.2011.09.143

Crossref Full Text | Google Scholar

Samoggia, A., Grillini, G., and Del Prete, M. (2021). Price fairness of processed tomato agro-food chain: the italian consumers’ perception perspective. Food Secur. 10:984. doi: 10.3390/foods10050984

PubMed Abstract | Crossref Full Text | Google Scholar

Spinelli, S., Dinnella, C., Ares, G., Abbà, S., Zoboli, G. P., and Monteleone, E. (2019). Global profile: going beyond liking to better understand product experience. Food Res. Int. 121, 205–216. doi: 10.1016/j.foodres.2019.03.013

PubMed Abstract | Crossref Full Text | Google Scholar

Steenkamp, J. B. E. (1989). Product quality: an investigation into the concept and how it is perceived by consumers. Wageningen University and Research. Available at: https://edepot.wur.nl/51607 (Accessed April 29, 2024).

Google Scholar

Tisselli, F., Wongprawmas, R., and Canavari, M. (2017). Customers’ preferences for different processed tomato categories in food service. J. Int. Food Agribus. Mark. 29, 158–177. doi: 10.1080/08974438.2016.1266722

Crossref Full Text | Google Scholar

Tobler, C., Visschers, V. H., and Siegrist, M. (2011). Organic tomatoes versus canned beans: how do consumers assess the environmental friendliness of vegetables? Environ. Behav. 43, 591–611. doi: 10.1177/0013916510372865

Crossref Full Text | Google Scholar

Török, Á., Yeh, C. H., Menozzi, D., Balogh, P., and Czine, P. (2023). European consumers' preferences for fresh fruit and vegetables–a cross-country analysis. J. Agric. Food Res. 14:100883. doi: 10.1016/j.jafr.2023.100883

Crossref Full Text | Google Scholar

Zanoli, R., and Naspetti, S. (2002). Consumer motivations in the purchase of organic food: a means-end approach. Br. Food J. 104, 643–653. doi: 10.1108/00070700210425930

Crossref Full Text | Google Scholar

Zhu, Y., Shen, M., Sims, C. A., Marshall, M. R., House, L. A., and Sarnoski, P. J. (2018). Consumer preference and willingness to pay for tomato juice. Int. Food Agrib. Manag. Rev. 21, 1167–1183. doi: 10.22434/ifamr2017.0117

Crossref Full Text | Google Scholar

Keywords: processed tomato, best-worst scaling (BWS), market segmentation, Italy, differentiation strategies

Citation: Cammarelle A, Bimbo F, De Devitiis B, Latino ME, Corallo A and Viscecchia R (2024) Preferences for processed tomato products’ attributes: an explorative analysis of Italian consumers using a large sample. Front. Sustain. Food Syst. 8:1444902. doi: 10.3389/fsufs.2024.1444902

Received: 06 June 2024; Accepted: 26 September 2024;
Published: 07 October 2024.

Edited by:

Andrea Marchini, University of Perugia, Italy

Reviewed by:

Sabine Bornkessel, Osnabrück University of Applied Sciences, Germany
Áron Török, Corvinus University of Budapest, Hungary

Copyright © 2024 Cammarelle, Bimbo, De Devitiis, Latino, Corallo and Viscecchia. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Antonella Cammarelle, YW50b25lbGxhLmNhbW1hcmVsbGVAdW5pZmcuaXQ=

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.