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The existence of variable response styles represents a major threat to the correct interpretation of market research findings. In international marketing, this threat is further increased due to samples of respondents from different cultural backgrounds. The purpose of this paper is to extend the investigation of differences in cross‐cultural response styles by studying full response patterns instead of extreme values, quantify the extent of the potential mistake of not accounting for cross‐cultural differences in response behaviour and present a simple way of testing whether or not data sets from various cultural backgrounds can be used without correcting for cross‐cultural response styles.

Two independent data sets are used. Extreme response style (ERS) scores are compared by testing for equality of proportions. Respondents' answer patterns are partitioned using the k‐means algorithm, the resulting differences between cultures tested using a Fisher's exact test for count data. The extent of inter‐cultural difference in responses is assessed using ANOVA.

Asian and Australian respondents differ significantly in ERS and full response patterns. Differences in cross‐cultural response patterns account for up to 6 per cent of the variance in the data, thus representing a significant potential source for misinterpretation in cross‐cultural studies.

International market researchers using samples including respondents from more than one cultural background have to be aware of the potential source of misinterpretation caused by cross‐cultural differences in response patterns. A simple ANOVA‐based procedure allows researchers to determine whether data can be used in its uncorrected form.

The paper investigates cross‐cultural response styles for new groups of respondents (Australian vs Asian), extends the study from the investigation of extreme values to full response patterns and gives market researchers in the international marketing context an indication of how high the level of potential misinterpretation can be and presents a simple means of checking how necessary it is to account for cross‐cultural differences in response behaviour.

Purpose – A major limitation in cross-cultural research continues to be attempts to compare construct measurements across cultures without adequate conceptual and empirical evidence of the equivalency of the measurement scores. Of significant concern in such studies is the presence of various types of response bias that may systematically differ from one culture to another, resulting in a potential violation of the assumption that measurement scores across cultures are equivalent. The focus of this study is to investigate the role of the response format type, extreme response style (ERS). Most studies have investigated response bias styles using Likert-type scales as response formats, yet it has long been argued that these particular formats tend to result in various types of response style bias, especially in cross-cultural research. Would other scaling devices, such as semantic differential (SD), lessen response style bias in pan-cultural studies? To answer this question, our study employs two types of response formats (i.e., Liker-type and SD) to empirically test for the presence of ERS within each response format style.

Methodology/approach – This chapter takes the form of empirical research using ERS indices to test for the degree of ERS between response formats using samples from a collectivistic culture (i.e., South Korea) and an individualistic culture (i.e., United States).

Findings – Results show that samples from both cultures exhibit greater levels of ERS when using Likert-type scales compared to SD scales. Additionally, this study finds that, when using Likert-type scales, ERS is greater for U.S. respondents than for South Korea respondents. Finally, results show that there is no statistically significant difference in ERS between the two cultural groups when using SD response formats.

Research implications – Findings show that the use of SD response formats eliminates systematic differences in ERS between a collectivist sample and an individualist sample. Therefore, the use of such response formats in future cross-cultural research can greatly diminish the problematic effects of culturally based ERS and lead to greater confidence in the equivalency of measurement scores across cultures.

Originality/value of paper – This study is the first to simultaneously assess culturally based ERS using two types of response formats to investigate the impact of response format on ERS. Furthermore, this study assesses the role of response format on ERS both within and between two distinctly different cultures.

The trend towards internationalisation in many service industries has increased the need for both managers and academics to collect cross‐cultural/national consumer‐perceived service quality data. Failure to establish cross‐cultural equivalence and to detect differences in cross‐national response bias will, however, affect data comparability, may invalidate the research results and could therefore lead to incorrect inferences about attitudes and behaviours across national groups. By initially focussing on developments in the mono‐cultural service quality literature, a framework is presented whereby academics and managers can assess the potential impact of these international measurement issues. Existing cross‐cultural service quality literature is reviewed and the extent to which these issues are addressed is highlighted. Methods for detecting and correcting cross‐national response biases are discussed.

The purpose of this paper is to critically review past recommendations to correct for cultural biases in empirical survey data sets, and propose a framework that enables the researcher to assess the robustness of empirical findings from culture‐specific response styles (CSRS).

The paper proposes to analyze a set of derived data sets, including the original data as well as data corrected for response styles using theoretically plausible correction methods for the empirical data at hand. The level of agreement of results across correction methods indicates the robustness of findings to possible contamination of data by cross‐cultural response styles.

The proposed method can be used to inform researchers and data analysts about the extent to which the validity of their conclusions is threatened by data contamination and provides guidance regarding the results that can safely be reported.

Response styles can distort survey findings. CSRS are particularly problematic for researchers using multicultural samples because the resulting data contamination can lead to inaccurate conclusions about the research question under study.

The proposed approach avoids the disadvantages of ignoring the problem and interpreting spurious results or choosing one single correction technique that potentially introduces new kinds of data contamination.

The health service response to COVID-19 provided a unique opportunity to build our understanding of the leadership styles in use in managing a crisis event. Existing literature emphasises command and control leadership; however, there has been less emphasis on relational approaches and the behaviours necessary to ensure the agility of the response and minimise the risk of relational disturbances. The purpose of this paper is to understand leadership styles in use, as part of a health service response to COVID-19.

This paper draws on data from semi-structured interviews with 27 executives and senior leaders from a tertiary health service in Australia. The data were analysed using thematic analysis. Notes and examples were coded according to deductively derived criteria around leadership styles and competencies from the literature, while remaining open to emergent themes.

Health system leaders described examples of both command and control and relational leadership behaviours. This dually provided the discipline (command and control) and agility (relational) required of the crisis response. While some leaders experienced discomfort in enacting these dual behaviours, this discomfort related to discordance with leadership preferences rather than conflict between the styles. Both leadership approaches were considered necessary to effectively manage the health system response.

Crisis management literature has typically focused on defining and measuring the effectiveness of behaviours reflective of a command and control leadership response. Very few studies have considered the relational aspects of crisis management, nor the dual approaches of command and control, and relational leadership.

The study investigates extreme response style (ERS) in cross‐cultural research. Through a four‐country application of the Greenleaf ERS measure, finds that ERS varies between cultures and across response formats. Evidence is also found that the acquiescence response style (ARS) varies between cultures and response formats. Through a series of ANOVAs, it is shown how a post hoc response style adjustment can be used to minimize between‐group differences for ERS and ARS. Finally, this study illustrates how cross‐cultural market researchers, using a marketing‐oriented survey instrument like the CETSCALE, could reach erroneous conclusions by failing to adjust for between‐group difference in ERS. Implications for cross‐cultural marketing research are discussed.

Economic globalization is leading large companies to focus on international strategic management. Nowadays, the assets referred to as “corporate intangibles,” such as corporate reputation, are becoming increasingly important because they are considered a key factor for the viability of an organization, and companies therefore need to incorporate them into their scorecards for management. The problem is that their measurement is subjective and latent. These two characteristics impede direct international comparison and require demonstrating the accuracy of comparison via a minimum of two tests – construct equivalence and metric equivalence. As regards corporate reputation, construct equivalence was verified by Naomi Gardberg (2006). However, the subsequent studies did not address metric equivalence. Based on the results of a survey provided by the Reputation Institute (n = 5,950, 50 firms evaluated in 17 countries in the Americas, Europe, Asia and Australia), the degree of RepTrak metric equivalence has been tested, using two different methodologies, multigroup analysis (structural equation model), and a new technique from 2016, the Measurement Invariance of Composite Model procedure from the Partial Least Square Path Modeling family. As one would expect from other cross-cultural studies, reputation metrics do not meet the full metric equivalence, which is why they require standardization processes to ensure international comparability. Both methodologies have identified the same correction parameters, which have allowed validation of the mean and variance of response style by country.

The worldwide imposition of lockdown measures to control the 2020 coronavirus disease 2019 (COVID-19) outbreak has shifted most executive communications with external stakeholders online, resulting in quick responses from stakeholders. This study aims to understand how presentational styles exhibited in online communication induce immediate audience responses and empirically test the effectiveness of reactive impression management tactics.

The authors analyze presentational styles using MP3 files containing executive utterances during earnings call conferences held by S&P 100-listed firms after June 2020, the quarter after the World Health Organization declared the COVID-19 outbreak a pandemic on March 11, 2020. Using timestamps, the authors link each utterance to a 1-minute interval change in the ask/bid prices of the stocks that occurs a minute after the corresponding utterance begins.

Exhibiting an informational presentation style in earnings calls leads to positive and immediate audience responses. Managers tend to increase their reliance on promotional presentation styles rather than on informational ones when quarterly earnings exceed market forecasts.

Drawing on organizational genre theory, this research identifies the discrepancy between the presentation styles that audiences positively respond to and those that managers tend to exhibit in earnings calls and provides a reactive impression management typology for immediate responses from online audiences.

Methodological advances in cross‐cultural scale development have addressed many concerns regarding the development of valid scales. However, several issues remain to be examined – including the potential problems of using language to measure communication phenomena using self‐reported studies and addressing the effect of response scale type on the validity of resultant measures. The purpose of this paper is to expand the cross‐cultural measurement paradigm by comprehensively examining these issues and suggesting a new response scale type that may potentially produce more valid cross‐cultural measures of communication‐based phenomena.

Measures of Hall's concept of context were developed using three types of response scales – Likert, semantic differential, and conceptual metaphoric. The last response scale type is developed within this research. Samples were gathered in 23 countries using existing scale development procedures. The response scales were compared for psychometric properties and validity based on reliability, metric invariance, response styles, and face validity.

Overall all three response scale types adequately measured the construct of context. The newly developed conceptual metaphoric scale performed marginally better on most comparative metrics.

International marketers measure a host of variables related to culture for many purposes. The new response scale type may provide slightly better measures to more accurately reflect communication based constructs – many of which are central to marketing.

The findings indicate that the new conceptual metaphoric response scale type may overcome some existing biases inherent in standard response scale types. In addition, this research provides the first viable and parsimonious measure of Hall's concept of context.

This study aims to investigate the role of interpersonal influence on consumer purchase decisions regarding foreign products, specifically by exploring consumers’ social reaction styles (acquisitive and protective) when confronted with normative pressures and their subsequent impact on consumers’ purchase behavior in the context of situational animosity.

Three studies were conducted in China to empirically examine the proposed research model. The US–China Chip War of 2022 was used as the research context for situational animosity, while the Japan–China relationship representing a stable animosity condition was used for contrast.

This study establishes the mediating role of perceived normative pressure in linking animosity attitudes to purchase avoidance in situational animosity. It also validates that consumers’ social reaction styles (acquisitive and protective) help predict distinct behavioral outcomes, holding significant implications for advancing research in the field of product and brand consumption.

This research provides a novel perspective by exploring consumers’ social reaction styles when dealing with normative pressure in situational animosity. The distinction between acquisitive and protective reaction styles adds depth and originality to the study. Moreover, this study examines consumer behavior in two distinct consumption contexts: switching intentions to local products and purchase intentions for products from offending countries in hidden consumption situations. This dual perspective offers a comprehensive exploration of consumers’ purchase behavior under normative pressure, contributing to the novelty of this research.