Product Category vs Demographics

2018 ◽  
Vol 10 (2) ◽  
pp. 20-36 ◽  
Author(s):  
Prateek Kalia
Keyword(s):  
Marital Status ◽  
Family Income ◽  
Product Category ◽  
Purchase Intentions ◽  
Shopping Behavior ◽  
Demographic Differences ◽  
Product Categories ◽  
Income Groups ◽  
Auto Parts

To remain profitable, managers and researchers want to gain insights about products bought by e-shoppers in past and their future shopping interests. They also want to know, “what factors are creating difference in shopping behavior of these buyers.” This article addresses above situation by presenting product category-wise demographic comparison of past and future e-purchase intentions of e-shoppers. Results revealed significant differences in past e-purchases within gender, marital status, age, city of residence and occupational categories with respect to different product categories, surprisingly no such differences were observed in educational and family income categories. For future e-purchases intentions, significant differences were found within gender, city of residence, marital status, age and education categories. Here differences within occupational and family income groups were not observed. Maximum demographic differences were observed in product categories like clothing, books and auto parts.

Digital visual engagement: influencing purchase intentions on Instagram

2018 ◽  
Vol 22 (4) ◽  
pp. 362-381 ◽  
Author(s):  
Chiara Valentini ◽  
Stefania Romenti ◽  
Grazia Murtarelli ◽  
Marta Pizzetti
Keyword(s):  
Interactive Effect ◽  
Product Category ◽  
Purchase Intentions ◽  
Visual Communications ◽  
Content Type ◽  
Product Categories ◽  
Direct Gaze ◽  
Intention To Purchase ◽  
Visual Engagement ◽  
Practical Implications

PurposeThe purpose of this paper is to investigate the effects of visual communications on Instagram users’ propensity to engage with image-based content through online behaviors such as liking, sharing, commenting and following, and their intention to purchase the product depicted in the visual communications.Design/methodology/approachAn experimental design was used to measure the effect of branded Instagram images on a sample of active Instagram users. Two features of Instagram images (subject’s gaze: direct vs indirect; product salience: low vs high) were manipulated and their interactive effect tested on online behaviors.FindingsThe paper offers empirical evidence that direct gaze and high product salience positively affect digital visual engagement. Moreover, digital visual engagement influences intention to purchase.Research limitations/implicationsThe hypotheses were tested on a single product category and on only two image-based features. Further studies might replicate the experiment on different product categories and include different image-based features.Practical implicationsThis empirical study can offer communication managers important information on the image-based features that are most effective in increasing digital visual engagement and positively influencing purchase intentions in visual communications.Originality/valueThe study empirically demonstrates that the choice of specific image-based features in visual communication matters for increasing digital visual engagement among Instagram users.

Effects of intuitive judgments on consumer assortment evaluations

2015 ◽  
Vol 32 (3) ◽  
pp. 137-144 ◽  
Author(s):  
Yolande Piris ◽  
Nathalie Guibert
Keyword(s):  
Decision Process ◽  
Design Methodology ◽  
Product Category ◽  
Purchase Intentions ◽  
Decision Processes ◽  
Content Type ◽  
Product Categories ◽  
Intuitive Judgments ◽  
Perceived Choice

Purpose – This paper aims to apply intuition theory to clarify consumers’ assortment evaluations. For each decision process, this paper explores how perceptions of organization and variety influence consumers’ attitudes and purchase intentions. Design/methodology/approach – In total, 504 observations were collected across three product categories. Perceived choice, time and expertise in the product category provide proxies to distinguish between intuitive and deliberative systems. The intuitive system further consists of intuition based on either expertise or heuristics. Findings – It was revealed that distinct decision processes (deliberative, intuitive based on expertise and intuitive based on heuristics) affect the link between assortment perceptions and consumers’ assortment evaluations. Consumers’ evaluations in deliberative- and heuristic-based intuitive systems rely more on perceptions of organization than of variety; whereas intuitive judgments based on expertise depend almost equally on both perceptions. Research limitations/implications – Some limitations have to be underlined. The approximations used could be more precise and are subjective in nature. Moreover, the ordinary product categories that were studied might encourage more intuitive decisions by consumers. If so, the deliberative mode of thinking might have been underrepresented in this sample. Originality/value – Despite the limitations, this research is, to our knowledge, the first to explore the influence of intuition theory on ordinary shopping and in particular on assortment perception. As such, it contributes to a deeper understanding of this theory in the field.

Market basket analysis insights to support category management

2018 ◽  
Vol 52 (7/8) ◽  
pp. 1550-1573 ◽  
Author(s):  
Andres Musalem ◽  
Luis Aburto ◽  
Maximo Bosch
Keyword(s):  
Graphical Representation ◽  
Product Category ◽  
Shopping Behavior ◽  
Management Approach ◽  
Category Management ◽  
Content Type ◽  
Product Categories ◽  
Wide Range ◽  
Supermarket Industry ◽  
Using Data

Purpose This paper aims to present an approach to detect interrelations among product categories, which are then used to produce a partition of a retailer’s business into subsets of categories. The methodology also yields a segmentation of shopping trips based on the composition of each shopping basket. Design/methodology/approach This work uses scanner data to uncover product category interdependencies. As the number of possible relationships among them can be very large, the authors introduce an approach that generates an intuitive graphical representation of these interrelationships by using data analysis techniques available in standard statistical packages, such as multidimensional scaling and clustering. Findings The methodology was validated using data from a supermarket store. The analysis for that particular store revealed four groups of products categories that are often jointly purchased. The study of each of these groups allowed us to conceive the retail store under study as a small set of sub-businesses. These conclusions reinforce the strategic need for proactive coordination of marketing activities across interrelated product categories. Research limitations/implications The approach is sufficiently general to be applied beyond the supermarket industry. However, the empirical findings are specific to the store under analysis. In addition, the proposed methodology identifies cross-category interrelations, but not their underlying sources (e.g. marketing or non-marketing interrelations). Practical implications The results suggest that retailers could potentially benefit if they transition from the traditional category management approach where retailers manage product categories in isolation into a customer management approach where retailers identify, acknowledge and leverage interrelations among product categories. Originality/value The authors present a fast and wide-range approach to study the shopping behavior of customers, detect cross-category interrelations and segment the retailer’s business and customers based on information about their shopping baskets. Compared to existing approaches, its simplicity should facilitate its implementation by practitioners.

Tourists Shopping Behavior and Trip Typology: A Study in an Emerging Destination of India

2015 ◽  
Vol 8 (1and2) ◽  
Author(s):  
Uttam Kr. Baruah ◽  
Mrinmoy K. Sarma
Keyword(s):  
Marital Status ◽  
Convenient Method ◽  
Northeast India ◽  
Local Economy ◽  
Shopping Behavior ◽  
Northeastern Region ◽  
Demographic Profiles ◽  
Research Findings ◽  
And Gender ◽  
Sampling Survey

Research findings consistently indentified the importance of inbound tourists shopping activities as contributor to local economy. This paper analyses the shopping expenditure of domestic tourists in the Northeast India. Previous studies show the associations of tourists trip typologies and demographic profiles, particularly, of the international tourists with shopping expenditures. A study was carried out in 2011 by employing a convenient method of sampling survey in Northeastern region of India comprising seven sister states to examine the association of trip typology, marital status and gender of domestic tourists with expenditure on shopping. The results indicate probable association of shopping expenditure with trip typology and gender while marital status does not seem to influence expenditure on shopping. Among tourists of different typologies, Rural and culture tourists scaled high reflecting maximum expenditure on shopping while Nature and parks tourists as well as Active outdoor tourists incurred least on shopping. Gender-wise segmentation indicates female tourists as high spender than male counterparts. It is advisable to retailers in destination areas to orient their products offerings attractive to the female tourists visiting to enjoy rural & cultural tourists and also those come with family members for leisure purposes.

scholarly journals Under the Umbrella: Goal-Derived Category Construction and Product Category Nesting

2021 ◽  
pp. 000183922110123
Author(s):  
Johnny Boghossian ◽  
Robert J. David
Keyword(s):  
Process Model ◽  
Product Category ◽  
Derived Category ◽  
The State ◽  
Product Attributes ◽  
Product Categories ◽  
Role Of The State ◽  
Market Intermediaries ◽  
Category Construction

Categories are organized vertically, with product categories nested under larger umbrella categories. Meaning flows from umbrella categories to the categories beneath them, such that the construction of a new umbrella category can significantly reshape the categorical landscape. This paper explores the construction of a new umbrella category and the nesting beneath it of a product category. Specifically, we study the construction of the Quebec terroir products umbrella category and the nesting of the Quebec artisanal cheese product category under this umbrella. Our analysis shows that the construction of umbrella categories can unfold entirely separately from that of product categories and can follow a distinct categorization process. Whereas the construction of product categories may be led by entrepreneurs who make salient distinctive product attributes, the construction of umbrella categories may be led by “macro actors” removed from the market. We found that these macro actors followed a goal-derived categorization process: they first defined abstract goals and ideals for the umbrella category and only subsequently sought to populate it with product categories. Among the macro actors involved, the state played a central role in defining the meaning of the Quebec terroir category and mobilizing other macro actors into the collective project, a finding that suggests an expanded role of the state in category construction. We also found that market intermediaries are important in the nesting of product categories beneath new umbrella categories, notably by projecting identities onto producers consistent with the goals of the umbrella category. We draw on these findings to develop a process model of umbrella category construction and product category nesting.

The role of market and product category characteristics in local versus foreign language branding in Latin America

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Pablo Farías ◽  
Luis Torres
Keyword(s):  
Latin America ◽  
Foreign Language ◽  
Latin American ◽  
Product Category ◽  
Cultural Dimensions ◽  
Brand Names ◽  
High Tech ◽  
Content Type ◽  
Local Language ◽  
Product Categories

PurposeThis paper explores which market and product category characteristics could influence the use of foreign language brand names (i.e. whether a brand uses a foreign language versus local language brand name) in some of the largest Latin American countries.Design/methodology/approachHypotheses are tested using 880 brands from 39 product categories and nine Latin American markets using a hierarchical logistic regression.FindingsResults revealed that foreign language brand names are more likely to be used in product categories related to local infrastructure, high-tech and global community. In contrast, local language brand names are more likely to be used in product categories associated to subscriptions. Findings also suggest that Hofstede's national cultural dimensions are significant factors. Finally, the results revealed that foreign language brand names are more likely to be used in markets with a low level of foreign language proficiency.Originality/valueThis paper shows the importance of considering market and product category characteristics and their potential influence on local versus foreign language branding in Latin America – an ignored issue in previous research.

scholarly journals Common and Contradictory Motivations in Buying Intentions for Green and Luxury Automobiles

2019 ◽  
Vol 11 (12) ◽  
pp. 3268
Author(s):  
Farhad Aliyev ◽  
Ralf Wagner ◽  
Stefan Seuring
Keyword(s):  
Environmental Sustainability ◽  
Positive Impact ◽  
Substantial Effect ◽  
Purchase Intentions ◽  
Specific Product ◽  
Product Categories ◽  
The Social ◽  
Study Results ◽  
Managerial Implications ◽  
Survey Results

Luxury is often blamed for creating social inequality and hampering sustainability, especially in the social and environmental realms. For instance, luxury goods entice people to conspicuous consumption that may result in showing off. However, study results show that luxury and environmental sustainability have common features. Notably, previous research mainly examined motivations for green purchases in general without relating to the specific product categories such as durables. Therefore, this study examines the relationship between these two—green and luxury automobile buying intentions—by analyzing the survey results of 1601 respondents relating to more than 60 nationalities. In contrast to a substantial effect on luxury buying intentions, perceived conspicuousness has no significant positive effect on green auto purchase intentions, and that price value has a limited influence compared with the effect on luxury automobile purchase intentions. Furthermore, hedonism has a less positive impact on green auto purchase intentions compared to its impact on luxury automobile buying intentions. The ‘extended self’ and the perception of high quality have been found to be drivers of luxury and green automobile purchase intentions, while unique value appears to have no impact on purchase intentions for green and conventional luxury automobiles. The present study contributes to the extant research by investigating common and contradictory motivations for luxury and green buying intentions of automobiles. Furthermore, it suggests a reconsideration of the traditional view that luxury and environmental consumption are inconsistent and contradictory concepts. The complementary managerial implications of this study guide practitioners in positioning the situatable variants of their automobiles as ethical luxury.

Sex-Oriented Advertising and its Impact on Attitude of Teenagers: Application of Behaviuoral Intention Model across Product Categories

2005 ◽  
Vol 9 (4) ◽  
pp. 15-26 ◽  
Author(s):  
Tapan K. Panda
Keyword(s):  
Product Category ◽  
Behavioural Intention ◽  
Commercial Product ◽  
The Public ◽  
Mature Adults ◽  
Product Categories ◽  
Adult Programs ◽  
Consumer Data ◽  
Family Setting ◽  
Sex In Advertising

Use of Sex in advertising continues despite the public outcry against it. Exposing mature adults to sex based advertising often invites lesser criticism compared to advertising that targets teenagers. Its use in advertising is no more confined to adult programs on television or adult literature; its consequences are far reaching in the context of exposure through mass media. Although some level of sex content might help in selling, the real questions are: how much sex content is appropriate; when is the use of such content appropriate, and for which target audience. The present research aims to explore some of these questions through consumer data in which teenagers are shown a series of print and television advertisements with different degree of sex content for different product categories. This paper attempts to find out the effectiveness of sex based advertising on the overall attitude and behavioural intention of respondents by application of Fishbien Behavioural Intention Model. The paper tries to find out the relationship between the use of sex content in advertisements for commercial and non-commercial product category at different levels of depiction and behavioural intention towards product categories. The results show that the respondents find sex-content based advertisement to be in bad taste in the context of family setting and there is a relatively moderating effect on the behavioural intention of consumers upon exposure to commercial product advertisements.

scholarly journals Content and Access Provision in a Discrete Competition Model

ORiON ◽  
2021 ◽  
Vol 37 (2) ◽  
Author(s):  
Petrus Potgieter ◽  
Bronwyn Howell
Keyword(s):  
Real Life ◽  
Consumer Surplus ◽  
Cost Savings ◽  
Product Category ◽  
Approximate Solutions ◽  
Competition Model ◽  
Differentiated Products ◽  
Single Product ◽  
Market Outcomes ◽  
Product Categories

The non-rival, non-excludable and infinitely expansible characteristics of digital goods with marginal cost of zero strongly favours the use of bundling strategies. Theoretical tractability requires most models in the current literature to make highly stylized assumptions, rarely observed or anticipated in the real-life situations, motivating inquiry. This paper considers a competition model in which: * the firms, consumers and differentiated products are finite in number; * prices are discrete and not continuous; * consumers may purchase multiple items in a single product category where the degree of complementarity or substitutability of the product categories can also vary across consumers; and * where consumer-specific cost savings are obtained when purchasing multiple items from the same firm. Approximate solutions are obtained through numerical simulation. Firms act in concert to maximise the total firm revenue. Our main finding is that the interplay between maximal firm revenue, consumer surplus and prices is very complex and that high firm revenue and high consumer surplus are not antithetic. It suggests also that consumer surplus and market concentration are not necessarily related. Many market outcomes that are observed may be due to chance rather than design as diverse outcomes can accompany situations that are, to the firms, difficult to distinguish.

scholarly journals Environmental Product Declarations of Structural Wood: A Review of Impacts and Potential Pitfalls for Practice

Buildings ◽  
2021 ◽  
Vol 11 (8) ◽  
pp. 362
Author(s):  
Freja Nygaard Rasmussen ◽  
Camilla Ernst Andersen ◽  
Alexandra Wittchen ◽  
Rasmus Nøddegaard Hansen ◽  
Harpa Birgisdóttir
Keyword(s):  
Life Cycle Assessment ◽  
Life Cycle ◽  
Product Category ◽  
Wood Products ◽  
Third Party ◽  
Data Uncertainty ◽  
Product Categories ◽  
Laminated Veneer Lumber ◽  
Environmental Product Declarations ◽  
Timber Products

The use of wood and timber products in the construction of buildings is repeatedly pointed towards as a mean for lowering the environmental footprint. With several countries preparing regulation for life cycle assessment of buildings, practitioners from industry will presumably look to the pool of data on wood products found in environmental product declarations (EPDs). However, the EPDs may vary broadly in terms of reporting and results. This study provides a comprehensive review of 81 third-party verified EN 15804 EPDs of cross laminated timber (CLT), glulam, laminated veneer lumber (LVL) and timber. The 81 EPDs represent 86 different products and 152 different product scenarios. The EPDs mainly represent European production, but also North America and Australia/New Zealand productions are represented. Reported global warming potential (GWP) from the EPDs vary within each of the investigated product categories, due to density of the products and the end-of-life scenarios applied. Median results per kg of product, excluding the biogenic CO2, are found at 0.26, 0.24, and 0.17 kg CO2e for CLT, glulam, and timber, respectively. Results further showed that the correlation between GWP and other impact categories is limited. Analysis of the inherent data uncertainty showed to add up to ±41% to reported impacts when assessed with an uncertainty method from the literature. However, in some of the average EPDs, even larger uncertainties of up to 90% for GWP are reported. Life cycle assessment practitioners can use the median values from this study as generic data in their assessments of buildings. To make the EPDs easier to use for practitioners, a more detailed coordination between EPD programs and their product category rules is recommended, as well as digitalization of EPD data.

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