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Several studies have described health-seeking behaviour within the context of various diseases, the health status and age group. However, knowledge on patient health-seeking behaviour in the use of public and private hospitals and socio-demographic characteristics in developing countries is still scarce. This paper examines the influence of socio-demographic behavioural variables on health-seeking behaviour and the use of public and private health facilities in Ghana.

Quantitative research approach uses the modified SERVQUAL dimension as a data collection tool. Descriptive statistics with Pearson's chi-square test were conducted to determine the relationship between socio-demographic behavioural variables and health-seeking behaviour of patients using public and private hospitals.

The results showed that there is a significant relationship between the socio-demographic characteristics (sex, marital status, education, level of income) and the health-seeking behaviour of patients in regard to the utilisation of public and private health facilities (p < 0.000).

There is a significant relationship between patients' socio-demographic variables and their choice and utilisation of public and private healthcare services. This information is of value to policy makers so that they have an idea on the socio-demographic behavioural variables that influence patients' health-seeking behaviour.

The existing hospitality and tourism literature indicates a discrepancy in the findings related to the socio-demographic variables' impact on hotel employees' socio-emotional factors and behavioral outcomes. This study aims to provide a comprehensive understanding of this topic.

Using a questionnaire, primary data were gathered from hotel employees in the Union Territory of Jammu and Kashmir, India from February to June 2022. A total of 416 valid responses collected through offline mode were used in the data analysis. Multiple linear regressions were done using SPSS V.29.

The findings show that the socio-demographic characteristics of respondents significantly affect socio-emotional factors at work as well as interpersonal deviance and organizational deviance.

Policymakers and hotel managers can implement training and development programs that assist hotel employees with diversified socio-demographic attributes in handling stress, developing their emotional intelligence and minimizing workplace deviance. The study also provides hotel managers with actional recommendations to reduce work–family conflict, social disparity among employees and their emotional exhaustion.

The study adds to the literature with a comprehensive framework regarding the role of various socio-demographic traits in fostering interpersonal deviance, organizational deviance and socio-emotional factors at work.

The peer review history for this article is available at: https://publons.com/publon/10.1108/IJSE-04-2023-0304

Many lodging operators in the USA might intuitively, or through long experience, be aware of the more important socio‐demographic market segments of their business. This research quantifies the significance and the contribution of such market segments to aggregate lodging demand in the USA. Finds that age distribution, income distribution, occupation and gender are the most significant socio‐demographic factors that have an effect on lodging demand. The aggregate lodging demand contribution of specific market segments obtained by combining the above factors pairwise, i.e. age and income, age and occupation, etc. is also discussed in the study.

Using data from the General Social Survey (2002), structural equation modeling is employed to examine the intersections and relationships between various socio-demographic and contextual variables, patient trust, and patient preference for behaviors that indicate a desire to be an active health care participant. In so doing, a gap in the literature is addressed by uniting previous research on patient trust with research on patient participation. Findings reveal that patient trust in doctors and various socio-demographic and contextual variables are associated with people wanting to participate in the health care process by learning about medical issues on their own and by contributing to medical decisions. Results also shed new light on past research, which finds a relationship between various socio-demographic variables and patient trust. Specifically, they highlight the importance of distinguishing between patient trust in doctors and patient trust in the broader health care institution and the economic pressures it exerts on doctors. A discussion of what these findings might mean for our understanding of the doctor-patient relationship and the delivery of health care concludes the chapter.

Food choices profoundly affect one's dietary, nutritional and health outcomes. Using alcoholic beverages as a case study, the authors assess the potential of genetic data in predicting consumers' food choices combined with conventional socio-demographic data.

A discrete choice experiment was conducted to elicit the underlying preferences of 484 participants from seven provinces in China. By linking three types of data (—data from the choice experiment, socio-demographic information and individual genotyping data) of the participants, the authors employed four machine learning-based classification (MLC) models to assess the performance of genetic information in predicting individuals' food choices.

The authors found that the XGBoost algorithm incorporating both genetic and socio-demographic data achieves the highest prediction accuracy (77.36%), significantly outperforming those using only socio-demographic data (permutation test p-value = 0.033). Polygenic scores of several behavioral traits (e.g. depression and height) and genetic variants associated with bitter taste perceptions (e.g. TAS2R5 rs2227264 and TAS2R38 rs713598) offer contributions comparable to that of standard socio-demographic factors (e.g. gender, age and income).

This study is among the first in the economic literature to empirically demonstrate genetic factors' important role in predicting consumer behavior. The findings contribute fresh insights to the realm of random utility theory and warrant further consumer behavior studies integrating genetic data to facilitate developments in precision nutrition and precision marketing.

The current study aims to identify the impact of financial literacy, financial risk-tolerance, financial socialization, financial stress, socio-demographic factors and financial behavior on the individual financial wellbeing residing in India's National Capital Region (NCR) region. Understanding financial wellbeing is crucial as it helps individuals understand personal finance better and develop a more favorable financial attitude. The information can depict individuals' financial skills, knowledge and attitudes toward achieving financial wellbeing in emerging economies.

Through self-administered survey questionnaires, data are obtained using convenience sampling from 420 (394) respondents regarding individual financial wellbeing levels in India. The survey responses were collected between May 2022 and July 2022. The authors use the “partial least squares structural equation modeling” (PLS-SEM) technique to test the research hypotheses.

The present study's outcome confirms that five determinants, such as financial literacy, financial risk-tolerance, financial socialization, financial stress and socio-demographic factors, significantly influence the financial behavior of individuals. Further, financial behavior, financial literacy, financial risk-tolerance and financial socialization significantly influence financial wellbeing. However, financial stress and socio-demographic factors have statistically insignificant impacts on financial wellbeing.

The present study is exclusive in which an effort is being made to acquire relative importance on financial behavior and an individual's financial wellbeing. The present paper will help the government, financial services providers, and policymakers in offering innovative economic schemes and designing policies that may enhance the financial wellbeing of individuals. Finally, this article provides the road map for future research in this field.

The purpose of this study was to examine socio-demographic factors influencing the use of mobile phones in accessing rice information on climate change adaptation by rain-fed farmers in Tanzania with reference to Morogoro region.

A cross-sectional research design was used to collect data from 400 randomly selected rain-fed rice farmers owning mobile phones. Semi-structured questionnaires were used for data collection in eight selected wards in two districts of Kilombero and Kilosa districts in Morogoro Region, Tanzania.

The findings of the study showed that the use of mobile phones to access rice information on climate change adaptation was statistically significantly influenced by respondents’ sex, age, education level, marital status, farm size, farming experience, radio ownership and off-farm incomes. Furthermore, the use of mobile phones in accessing rice information on climate change adaptation among the study districts was not statistically significant.

This paper provides practical recommendations on how to improve accessibility of rice information through mobile phones on climate change adaptation. Implementation of information delivery system to farmers using mobile phones without ascertaining farmers’ socio-demographic characteristics leads to resource underutilization.

The paper provides appropriate knowledge that is needed in improving access to information through mobile phones by Tanzanian farmers and in other communities in developing countries with the aid of the additional theoretical moderators of unified theory of acceptance and use of technology as the research findings suggest. Moderators’ variables have high influence on farmers’ use of mobile phones on accessing rice information on climate change adaptation.

Measures of patient satisfaction are used in the assessment of quality of healthcare, but the influence of patient‐based factors on reported satisfaction has been little described. This paper aims to quantify associations between reported satisfaction with GP services and measures of socio‐demographic and health status and the effect of adjusting for these factors in comparing satisfaction measured at the level of primary care organisations (PCOs).

Cross‐sectional analysis of the 1998 Welsh Health Survey, response rate 61 per cent. The 20,380 respondents, aged between 18 and 74 years reporting contact with their GP in the previous 12 months formed the study population. Satisfaction was defined as being “very” or “fairly satisfied” with GP services. Crude odds ratios were calculated(95 per cent confidence intervals) for reported satisfaction for the 22 PCOs in Wales and adjusted odds ratios were calculated for socio‐demographic variables and LLTI in logistic regression.

Satisfaction varied with age, gender, employment status, marital status, and reported LLTI. The rank order of reported satisfaction for PCOs changed by up to five places after adjusting for these factors.

The generalisability of this study should be assessed through further research on the impact of adjusting for patient based factors when using other validated measures of satisfaction.

Comparing measures of satisfaction between organisations to assess relative performance may not be valid unless differences in socio‐demographic composition are taken into account.

Highlights the importance of caution in using measures of patient satisfaction to assess performance.

This study aims to uncover socio-demographic, psychographic and behavioral characteristics of sustainable consumers as a means to advance the demand for sustainability practices by the tourism and hospitality industry. Socio-demographic and psychographic variables were tested for their influence on an individual’s self-assessment as a sustainable consumer, which was then tested for its influence on behavioral outcomes in the form of environmental and social sustainability concerns, objects of sustainability concerns, subjects considered responsible for sustainability and tourism choice vis-à-vis mass vs alternative forms of tourism.

Because of the paucity of a well-established and robust theory on the characteristics of sustainable consumers, both content analysis of the literature and quantitative analysis of survey data were used to identify the socio-demographic, psychographic and behavioral characteristics of consumers. Plausible variables identified in the literature were filtered through principal component analysis and ordinary least squares regression analysis to fine-tune the variables a priori to develop a suitable model, which was subjected to partial least squares-structural equation modeling to further trim variables a posteriori by testing their reliability and validity.

Understanding who sustainable consumers are and what they are likely to believe and do is imperative for increasing sustainable practices by the industry. The study shows that people who consider themselves to be sustainable consumers are likely to have higher levels of ethical views, be more feminine and more liberal in personality, demonstrate concern with environmental and social sustainability issues, consider all pertinent parties responsible for sustainability and chose alternative forms of tourism over mass tourism. The study implies that general American consumers have the potential to buy into sustainability practices.

Despite researchers’ sporadic attempts to describe different characteristics of sustainable consumers and sustainable tourism consumers, past research has not substantiated a comprehensive description of who is a sustainable consumer in terms of socio-demographics, psychographics and behavioral characteristics. The literature on sustainable consumer characteristics is scarce and atheoretical; thus, the current study sets the stage for the development of this area of work across all sectors of the global tourism and hospitality industry. The model test results provide a clear profile of sustainable tourism consumers in socio-demographic, psychographic and behavioral domains for the industry to respond to.

可持续旅游消费者：社会人口学, 心理变数, 以及行为的特征

本研究旨在揭示可持续消费者的社会人口学, 心理变数, 以及行为的特征, 并以此作为推动旅游业和款待业对可持续发展实践需求的一种手段。本研究首先测试了两个变量：社会人口学特征和心理变数特征对个人作为可持续消费者的自我评估的影响; 然后测试了其对消费者行为性后果的影响, 包括对环境和社会可持续性问题的关注, 关注的主题, 对可持续性问题责任性的关注, 以及针对大众和其他旅游形式选择的比较。

由于缺乏关于可持续消费者特征的公认理论, 本研究采用了对相关文献内容的定性分析和对调查数据的定量分析来识别消费者的社会人口学, 心理变数, 以及行为特征。在建立合适的模型之前, 研究通过采用主成分分析（PCA）和普通最小二乘法（OLS）回归分析, 首先对文献中已识别的合理变量进行过滤和调整。继而基于偏最小二乘-结构方程建模（PLS- SEM）对可靠性和有效性的测试, 来进一步确定后验变量。

了解可持续消费者的界定, 以及他们的信念和行为对于行业增加可持续性实践至关重要。该研究表明, 当人们认为自己是可持续消费者时, 他们便可能具有更高水平的道德观念, 具有更加女性化和自由的个性, 表现出对环境和社会可持续性问题的关注, 对可持续发展责任性的考虑更全面, 以及对其他旅游形式选择的偏爱。本篇研究的结果显示出普通美国消费者具有实践可持续性行为的潜力。

尽管以往的研究曾零星地尝试描述可持续消费者和可持续旅游消费者的不同特征, 但并未从社会人口学, 心理变数, 以及行为特征这几个方面去全面地界定和证明可持续消费者。文献中依然缺乏关于对可持续消费者特征更加理论性地讨论。因此, 本研究旨在为全球旅游业和款待业的各个领域对于可持续旅游的讨论和发展奠定基础。模型测试的结果也为行业提供了一个关于可持续旅游消费者的社会人口学, 心理变数, 以及行为特征的理论框架, 以供行业响应。

El consumidor de turismo sostenible: Características sociodemográficas, psicográficas, y de comportamiento

Este estudio busca revelar las características sociodemográficas, psicográficas, y de comportamiento de los consumidores responsables para promover la demanda de prácticas de sostenibilidad en la industria del turismo y la hospitalidad. Se evaluaron variables sociodemográficas y psicográficas para determinar su influencia sobre la autoevaluación de un individuo como consumidor responsable, que después se evaluó para determinar su influencia en resultados conductuales, específicamente preocupaciones de sostenibilidad medioambiental y social, objectos de preocupaciones de sostenibilidad, sujetos considerados responsables de la sostenibilidad, y la elección de turismo de masas versus turismo alternativo.

Debido a la falta de teoría robusta y bien establecida sobre las características de los consumidores responsables, un análisis de contenidos de la literatura y un análisis cuantitativo de datos obtenidos a través de una encuesta se utilizaron para identificar las características sociodemográficas, psicográficas, y de comportamiento de los consumidores. Las variables plausibles identificadas en la literatura fueron filtradas a través de un análisis de componentes principales (ACP) y un análisis de regresión por mínimos cuadrados ordinarios (MCO) para afinar a priori las variables para el desarrollo de un modelo adecuado, el cual fue evaluado utilizando un modelo de ecuaciones estructurales por el método de mínimos cuadrados parciales (PLS-SEM por sus siglas en inglés) que permitió seguir afinando las variables a posteriori por medio de la evaluación de su confiabilidad y validez.

Entender quiénes son los consumidores responsables y qué son propensos a creer y hacer es imperativo para aumentar las prácticas sostenibles en la industria. El estudio demuestra que las personas que se consideran consumidores responsables son más propensas a tener niveles más altos de opiniones éticas, a tener personalidades más femeninas y liberales, a demostrar preocupación por los problemas de sostenibilidad medioambiental y social, a considerar a todas las partes pertinentes como responsables de la sostenibilidad, y a escoger formas alternativas de turismo en vez de turismo de masas. El estudio sugiere que los consumidores americanos en general tienen el potencial de apoyar prácticas sostenibles.

A pesar de los intentos esporádicos de otros investigadores para describir las diferentes características del consumidor responsable y de los consumidores de turismo sostenible, las investigaciones anteriores no han generado una descripción completa de quién es un consumidor responsable en términos de sus características sociodemográficas, psicográficas, y de comportamiento. La literatura sobre las características del consumidor responsable es escasa y sin bases teóricas; por lo tanto, este estudio sienta las bases para el desarrollo de esta área de investigación en todos los sectores de la industria global del turismo y la hospitalidad. Los resultados de la evaluación del modelo proporcionan un perfil claro de los consumidores de turismo sostenible en los ámbitos sociodemográficos, psicográficos, y de comportamiento para que la industria responda.

Using survey data of a developing country city, this study aims to examine the impact of different socio-demographic factors on the choice of less-polluting modes of transport for purposes other than work.

Stratified random sampling technique is employed and data on socio-demographic characteristics and mode of transport used is collected. Descriptive statistics complemented with a logit model of choice probabilities is implemented on the data obtained.

Majority of the population in the city uses motorized means of transportation irrespective of the socio-demographic changes existing among them. Women, the individuals belonging to the youngest age group, the least economically well-off group of people, the least educated and the non-working are the individuals more likely to use more of less-polluting modes and less of more-polluting modes for non-work purposes as compared to their counterparts.

The study also calls for the development of an efficient and secured system of public transportation and non-motorized transportation in the city in such a way so as to neither hamper the goal of sustainability nor the goal of empowerment.

To the best of the authors’ knowledge, this is the first time a comprehensive analysis of the influence of socio-demographic factors on choice of type of mode of transport is carried out in this region of the developing world. This analysis will facilitate the policy makers in catering to the transportation needs of different segments of the society.