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The purpose of this paper is to compare and contrast two types of shopping aids, that is, research‐supporting and solution‐oriented shopping aids, and examine their effectiveness, considering both consumer and situational factors.

Expanded selection and additional detailed information are chosen to illustrate research‐supporting shopping aids, and personalized product recommendations and product ratings are used as examples of solution‐oriented shopping aids. This conceptual paper proposes that usage of shopping aids has an effect on the purchase likelihood and decision satisfaction and focuses on studying the moderating role of consumer product knowledge and time pressure. The thesis is that congruence between the type of a shopping aid and consumer characteristics, such as product knowledge, or situational characteristics, such as time pressure, should enhance the effectiveness of shopping aids.

The research propositions in this paper delineate how the use of retail shopping aids should affect the consumer's purchase likelihood, decision satisfaction, decision confidence, and evaluation costs, under the moderating influence of product knowledge and time pressure. Overall, knowledgeable consumers and less time‐pressed consumers should benefit from research‐supporting shopping aids (i.e. expanded selection and additional product information), whereas novice consumers and time‐pressed consumers should benefit from solution‐oriented shopping aids (i.e. personalized product recommendation and product ratings).

Retail shopping aids are designed to offer sales assistance for consumers to handle the obstacles to purchase completion. However, past efforts to install retail shopping aids have seen mixed results. This conceptual paper advocates that consideration of consumer characteristics and situational factors is necessary to understand the effects of shopping aid usage. This paper thus contributes to the understanding of solutions to purchase decision deferral and the determinants of decision satisfaction, and has practical implications for retailers regarding providing retail shopping aids to facilitate purchase completion and shopping experiences.

Independent travelers are those vacationers who have booked only a minimum of their transportation and accommodation arrangements prior to departure on the vacation. Independent travel is an important and growing sector of worldwide tourism. Choice of vacation itinerary for the independent vacation represents a complex series of decisions regarding purchase of multiple leisure and tourism services. This chapter builds and tests a model of independent traveler decision-making for choice of vacation itinerary. The research undertaken employs a two-phase, inductive–deductive case study design. In the deductive phase, the researcher interviewed 20 travel parties vacationing in New Zealand for the first time. The researcher interviewed respondents at both the beginning and the end of their New Zealand vacations. The study compares pre-vacation research and plans, and actual vacation behaviors, on a case-by-case basis. The study examines case study narratives and quantitative measures of crucial variables. The study tests two competing models of independent traveler decision-making, using a pattern-matching procedure. This embedded research design results in high multi-source, multi-method validity for the supported model. The model of the Independent Vacation as Evolving Itinerary suggests that much of the vacation itinerary experienced in independent travel is indeed unplanned, and that a desire to experience the unplanned is a key hedonic motive for independent travel. Rather than following a fixed itinerary, the itinerary of an independent vacation evolves as the vacation proceeds. The independent traveler takes advantage of serendipitous opportunities to experience a number of locations, attractions and activities that they had neither actively researched nor planned.

The main objective of this research is to investigate the factors that influence consumer purchase decisions for halal products before and during the COVID-19 pandemic, based on the Engel-Kollat-Blackwell (EKB) theory.

The research was conducted as a survey. The influencing factors were determined based on the grey relational analysis (GRA) approach.

The findings indicate before the COVID-19 pandemic, consumers mainly purchased halal products based on four key factors: purchasing experience, certification label, Internet searches and past consumption experience. However, during the pandemic, the ranking and factors have changed to six indicators, which are past consumption experience, purchasing experience, certification labels, standardized specifications, Internet searches and halal certification labels.

The study was limited by the sample size and geographical area. Nevertheless, the findings could be further explored by expanding related theories toward understand human decisions based on spiritual beliefs.

The findings of this study have important implications for research, practice and society. Understanding the factors influencing halal purchase decisions before and during the pandemic can help businesses, policymakers and halal certification bodies to better cater to consumers' needs and preferences and ensure the continued growth and development of the halal industry.

This study evaluates halal purchasing decisions between periods of certainty and uncertainty by using the GRA. Changes in halal consumption and purchase decisions in response to COVID-19 pandemic have become an emerging topic of discovery. The study addresses the gap in the literature regarding changes in consumer decision pattern.

Many studies conducted on green consumer behaviour are related to environmental concerns, the motives behind green consumer behaviour and the impact of demographic characteristics on purchase decisions are not studied yet in the Indian context. Hence, this study aims to analyse the green product purchase decision and factors influencing the decision of Indian consumers along with demographic characteristics.

Present study utilise survey-based research method. Primary data were collected from 367 consumers in Hyderabad using a snowball sampling method. A structural equation modelling approach was employed to test the hypothesis.

Findings confirm that supporting environmental protection, drive for environmental responsibility, green product experience, environmental friendliness of companies, social appeal and motives behind green product purchase significantly influence the green product purchase decision. Meanwhile, control variables such as gender, qualification and income also have a significant effect on the green product purchase decision.

Results discussed in this paper will help policymakers to formulate their policies in lieu of variables affecting the purchase decision. Further, the findings of the current study can be utilised by managers to study the buying behaviour of green purchasers. This will help them to remain competitive in the Indian market.

This research presents a novel conceptual framework for the present study influenced by literature. The present study expanded the framework by adding a new independent variable: motives behind green product purchases and a control variable: demographic characteristics of Indian consumers.

The purpose of this paper is to examine the effects of corporate social responsibility, social media marketing, sales promotion, store environment and perceived value on a purchase decision in the retail sector.

A quantitative research methodology was used and the data were collected from 278 customers of retail stores in Malaysia. The collected data were analysed using SPSS 19 and structural equation modelling on AMOS.

The findings showed that corporate social responsibility has significant positive effects on a purchase decision, whereas sales promotion has a negative effect on purchase decision. The outcomes of this study also indicated that store environment has a significant positive effect on consumers’ purchase decisions. Contrary to expectations, the findings revealed that the effect of social media marketing on purchase decision is insignificant. Finally, the results showed that perceived value has a significant positive effect on a purchase decision.

The findings of this study contribute to an understanding of the importance of the selected factors in affecting a consumer’s purchase decision in the retail industry.

Despite skepticism, consumers rely on online reviews for their purchase decisions. However, academics mostly argue that skepticism has an inverse relationship with consumer decision-making. This study aims to investigate the relationship among skepticism, reliance and consumer purchase decisions in an online review context. It also investigates the moderating role of review self-efficacy and regulatory focus in the relationship between skepticism and reliance on online reviews.

A survey with a nationally representative sample and two experimental studies are conducted.

Skepticism negatively affects consumers’ reliance on online reviews and reliance on online reviews mediates the relationship between skepticism and review-based purchase decisions. High review self-efficacy participants tend to rely more on online reviews than low review self-efficacy participants. Promotion-focused people rely more on online reviews than prevention-focused people, despite similar levels of skepticism.

The findings contribute to the skepticism, self-efficacy and regulatory focus literature. The general framework of the relationship among skepticism, reliance and purchase decision is also applicable in an online review context.

The results provide evidence of a stronger reliance on online reviews of high review self-efficacy and promotion-oriented consumers compared to low review self-efficacy and prevention-oriented consumers.

This paper seeks to develop a conceptual model that enables understanding of consumer purchase decisions in relation to the first customized products, including steps of the decision process, determinants, and consequences of each step.

The classic grounded theory approach was used.

The study found that the process consists of six steps called knowledge learning and preliminary information searching, problem recognition, budget setting, detailed information searching and solution creating, purchase involvement, and use and post‐purchase. The process is distinct from the process of traditional models of consumer decision mainly from three aspects: the process starting from “knowledge learning and information searching”, not from “problem recognition”, while “problem recognition” is the second step; information searched in the process mainly on components of products, with little on products; and the process includes a step “solution creating”, but without steps “alternative evaluation” and “choice”. The consequences of the first step consist of knowledge mastered, market information acquired, pre‐decisions, perceived value of customized PC, positive attitude towards customized PC, and self‐confidence, which are the main determinants of the following steps. Besides these determinants, others included are interest, curiosity, work with computers as tools, sources of knowledge and information on PC, and income.

The study provides a foundation for future quantitative research on determinants of consumers' purchasing the first customized products and provides insights into marketing: for example, target consumers of customized PC are characterized at least by having great self‐confidence in their capability to make an effective decision in purchasing customized PC, and having mastered enough PC knowledge.

Across a variety of domains, consumers are demanding increased customized products. While consumer decision making has become a prominent research topic in various fields of marketing and consumer science over the past decades, surprisingly little research has examined consumer purchase decisions in relation to the first customized personal computer (PC) and factors influencing such a process. The study may fill this gap.

The purpose of this study is to develop and validate a scale to determine the consumer’s level of decision-making self-efficacy for a high-involved service purchase, specifically the purchase of medical insurance. One question to ask is how service providers can help consumers purchase the services that best meet their needs? Before interventions can occur, it is necessary to benchmark consumers’ perceptions of their own decision-making control and abilities.

A scale that measures consumers’ service decision-making self-efficacy was developed using the principles established for scale development validation. A four-study approach was used to reach the research objective.

The research consisted of four studies designed to: generate items to measure consumer service decision-making self-efficacy (CSDMSE); purify the scale and assess its dimensionality (second-order structure); establish the reliability and validity of the scale; and establish norms to provide details on its usefulness for aiding consumers with service purchases. The scale was found to be a higher-order construct, comprising three lower-order constructs.

Research suggests that consumer self-efficacy may affect their decision-making. The greater the consumer’s self-efficacy for decision-making tasks, the more efficient the decision-making process strategies are expected to be. This is the purpose for which the CSDMSE scale measure was created: to understand how, where and when service professionals can assist consumers with making appropriate service-related decisions and purchases.

With the growth of online shopping, during which consumers are not able to touch products, there is much for researchers and marketers to learn about the underlying role of the need for touch (NFT) in driving online shopping decisions. Consumers' emotional state prior to purchase is considered a situational variable that affects their attitude and behaviour. This study explores the effects of consumers' NFT and pre-purchase emotional states on their online decision-making behaviour, examining perceived quality, confidence in product judgment and intention to purchase.

A field experiment was conducted using a scenario presenting buying a sweater as a real purchase opportunity available to participants. A convenience sample of two hundred ninety-eight university students at a university in the southeast of France was used in this study. A 2 (NFT: high/low determined by a median split) × 2 (emotional states: high/low level) analysis of variance (ANOVA) was used to further examine the interaction of NFT and emotional states in consumer decision making.

The results indicate that autotelic NFT and positive emotional states experienced before shopping have an impact on consumers' decisions in relation to perceived quality, confidence in product judgment and intention to purchase. Furthermore, this study demonstrates that instrumental vs autotelic NFT affects consumer decision making, with mixed support found for negative emotional states acting as possible moderators.

This study advances the NFT field and leads to insights regarding online consumer purchase decision making by exploring instrumental vs autotelic NFT and pre-purchase emotional states as antecedents of consumer decisions.

The purpose of this study is to determine the relationship between product knowledge and product involvement with purchase decision-making. In addition, this study also determines the role of halal brand awareness as a moderating variable in influencing the relationship between product knowledge and product involvement with purchase decision-making.

Five major cities in Indonesia were chosen as study locations because they are student cities, and also cities with more population and more famous in Indonesia, so the sample is more heterogeneous. A total of 500 questionnaires were distributed using a convenience sampling method with an effective rate of 93%. Hypotheses are tested by structural equation modeling procedures using analysis of moment structure 22.0.

The empirical results suggest that product knowledge and product involvement have a positive and significant effect on consumer purchase decision-making; halal brand awareness is a moderating variable in the relationship between product knowledge and product involvement with purchase decision-making.

This study adopts convenience sampling with the sampling area restricted in five cities, so it may not be suitable to be concluded as a consumer in general. This study only conducts research on halal food products in general. Future research may choose to use one brand of halal food product or compare several other halal food product brands. The results of the study support that the heterogeneity of respondents (age, education, gender and religion) has always been an important component in the study of consumption behavior. So that future research can examine the effect of different characteristics of respondents on the relationship between product knowledge, product involvement, halal brand awareness and purchase decisions.

The findings have significant implications that can help producers to develop strategies suitable for halal brand awareness and heighten the decision to purchase halal products by consumers in both Muslim and non-Muslim countries. So that the branding of halal products can enable businesses to access new markets for non-Muslim consumers in both Muslim and non-Muslim countries, so as to increase producer profitability by selling products at higher prices thereby providing higher profit margins.

In accordance with the author’s knowledge, this study is the first study to examine the moderator role of halal brand awareness variables in the relationship of product knowledge and product involvement with purchase decision-making.