Visualizing the Concept Images of Students on Numbers with Combined SOM-Ward Clustering Analysis

Kaya, Deniz; Ok, Gökçe; Keşan, Cenk

doi:10.12973/ejmste/80008

Cited by 2 publications

(1 citation statement)

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“…Ward's method of clustering proved to be the most appropriate. It belongs among the hierarchical methods of clustering, and it is trying to optimize the loss of information that may occur by uniting two clusters (Kaya et al, 2017). First, each element is independent, and then step by step.…”

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confidence: 99%

Marketing in social innovations targeted at healthcare

Hanuláková

Daňo

Kukura

et al. 2021

MMI

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The paper deals with the implementation of marketing in social innovations, types of marketing, and the effects they can bring in the sphere of social innovations. The principalaim of the paper is to explain the possibilities of marketing approach implementation in social innovations and point out some specific areas of marketing which can contribute to more efficient applicability of social innovations and reaching a desirable change with social added value. The authors focused on the sphere of health and the population attitudes to its protection, emphasizing breast carcinoma prevention. The research was implemented on a sample of Slovak women to identify the level of women’s awareness of this issue, whether they are familiar with the methods of protecting their health and whether they use them. This study involved the methods of cluster analysis and binary logistic regression. The research uncovered the facts that are truly alarming from the perspective of societal benefit and women’s health protection. The respondents’ insufficient awareness and low activity in the field of their health protection result in the low level of prevention in this area on the side of women and on the side of medical doctors – specialists, particularly gynecologists. Such a situation includes the women’s insufficient awareness of prevention, low motivation, insufficient accessibility and validity of the needed data and precision, and doctor specialists’ lack of awareness of the possibilities and tools available to improve this area. That is exactly the space allowing for the use of marketing in a whole spectrum of its tools and processes and specific solutions capable of delivering the desired societal change and influencing women’s behavior in the preferred direction. Besides, it is especially effective to implement social marketing and social marketing programs that would mediate necessary information to the receivers and stimulate their motivation towards the desired approach to their health protection. The use of neuromarketing would be beneficial. It would be reflected in the better accuracy of the survey and thus the higher quality of the answers obtained. Based on them, it is subsequently possible to create better-targeted campaigns and strategies of social marketing that would approach the target audience more effectively than in acquiring the information via traditional marketing research methods. The findings would benefit marketing agencies, medical doctors (gynecologists, mammologists), and non-profit organizations actively working in this field.

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confidence: 99%