Use of AHP and grey fixed weight clustering to assess the maturity level of strategic communication management in Brazilian startups

IF 3.2 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Grey Systems-Theory and Application Pub Date : 2023-10-11 DOI:10.1108/gs-06-2023-0052
Thiago Rodrigues Timóteo, Gustavo Tietz Cazeri, Gustavo Hermínio Salati Marcondes de Moraes, Tiago F.A.C. Sigahi, Lucas Gabriel Zanon, Izabela Simon Rampasso, Rosley Anholon
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Abstract

Purpose The aim of this research was to evaluate the maturity level of strategic communication management implemented by Brazilian startups. Design/methodology/approach This study employed the analytic hierarchy process (AHP), survey and Grey Fixed Weight Clustering modeling techniques. Three experts with extensive academic and practical experience in the subject participated in the AHP process, providing their opinions on the relative importance of eight variables associated with the topic under investigation, thus enabling their prioritization. Concurrently, data were collected through a survey from 23 respondents who have extensive knowledge about the realities of Brazilian startups. The weights derived from the AHP and the survey data were utilized in the Grey Fixed Weight Clustering modeling. Findings Based on the opinions of the 23 respondents, the level of implementation of practices related to strategic management, brand management, external image management and internal communication management is superficial. In addition, according to the majority of experts, Brazilian startups exhibited a medium level of maturity to address the key challenges related to communication management. Furthermore, this study reveals that the variables “financial resources allocation,” “stakeholder relationship” and “brand management” were deemed the most significant for the model. Originality/value The contributions presented herein can be beneficial for both researchers and startup managers seeking to enhance communication strategies in their organizations. This research also contributes by highlighting how grey systems theory can be extremely useful for conducting decision-making analyses in the context of startups, which is characterized by uncertainty and imprecise information.
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运用层次分析法和灰色定权聚类法评价巴西初创企业战略沟通管理成熟度
本研究的目的是评估巴西创业公司实施战略沟通管理的成熟度。设计/方法/方法本研究采用层次分析法(AHP)、调查法和灰色定权聚类建模技术。在该主题方面具有丰富学术和实践经验的三位专家参与了AHP过程,就与调查主题相关的八个变量的相对重要性提供了意见,从而能够确定其优先次序。同时,通过对23名受访者的调查收集数据,这些受访者对巴西初创企业的现实情况有广泛的了解。利用层次分析法和调查数据得到的权重进行灰色定权聚类建模。根据23位受访者的意见,与战略管理、品牌管理、外部形象管理和内部沟通管理相关的实践实施水平是肤浅的。此外,根据大多数专家的说法,巴西初创公司在解决与沟通管理相关的关键挑战方面表现出中等水平的成熟度。此外,本研究还发现,“财务资源配置”、“利益相关者关系”和“品牌管理”变量被认为对模型最重要。原创性/价值本文提出的贡献对研究人员和初创公司的管理者都是有益的,他们正在寻求加强组织中的沟通策略。这项研究还强调了灰色系统理论在创业公司的背景下进行决策分析时是多么有用,因为创业公司的特点是不确定性和不精确的信息。
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来源期刊
Grey Systems-Theory and Application
Grey Systems-Theory and Application MATHEMATICS, INTERDISCIPLINARY APPLICATIONS-
CiteScore
4.80
自引率
13.80%
发文量
22
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