FİRMALARIN SÜRDÜRÜLEBİLİR KALKINMA PERFORMANSI: BİR KÜMELEME ANALİZİ YAKLAŞIMI

Year 2025, Issue: 66, 293 - 306

Sinem Ateş

https://doi.org/10.30794/pausbed.1508082

Abstract

Sürdürülebilir kalkınma, firmaların ekonomik büyümeyi desteklerken çevresel etkilerini azaltmayı, sosyal sorumluluklarını yerine getirmeyi ve güçlü yönetişim ilkelerine bağlı kalmayı içeren bir yaklaşım olarak tanımlanabilir. Bu çalışma, Borsa İstanbul'da işlem gören finansal olmayan şirketlerin sürdürülebilir kalkınma performanslarını; kurumsal sürdürülebilir kalkınmanın ekonomik, çevresel, sosyal ve yönetişim boyutlarının kriter olarak kullanıldığı bir kümeleme analizi ile incelemektedir. Hiyerarşik ortalama bağlantı ve k-ortalamalar kümeleme yöntemleri kullanılmış ve her iki yöntem sonucunda da üçlü kümeleme elde edilmiştir. Kümeler arasında, ekonomik boyut anlamlı bir fark göstermese de çevresel, sosyal ve yönetişim boyutlarında önemli farklılıklar gözlemlenmiştir. Bu kümelerin özelliklerini daha iyi anlamak için kümeler; finansal oranlar, şirket büyüklüğü ve şirket yaşı açısından karşılaştırmalı olarak analiz edilmiştir. Kümeler arasında sadece şirket büyüklüğü anlamlı farklılık göstermektedir. En yüksek çevresel, sosyal ve yönetişim (ÇSY) puanlarına sahip küme, diğerlerine kıyasla daha büyük firmalardan oluşmaktadır. Her kümedeki sürdürülebilir kalkınma profiline dayanarak bu çalışma, kümelerin sürdürülebilir kalkınma performanslarını geliştirmek için önerilerde bulunmaktadır.

Keywords

Sürdürülebilir kalkınma, Sürdürülebilir büyüme oranı, Kümeleme analizi, Borsa İstanbul

SUSTAINABLE DEVELOPMENT PERFORMANCE OF COMPANIES: A CLUSTER ANALYSIS APPROACH

Abstract

Sustainable development can be defined as an approach where firms support economic growth while reducing environmental impacts, fulfilling social responsibilities, and adhering to strong governance principles. This study investigates sustainable development performance of non-financial companies listed on Borsa Istanbul by cluster analysis of economic, environmental, social, and governance dimensions of corporate sustainable development. Hierarchical average linkage clustering and k-means clustering are used and both result in three distinct clusters. While the economic dimension shows no significant difference between clusters, significant variations are observed in the environmental, social, and governance dimensions. To understand the characteristics of these clusters further, a comparative analysis of financial ratios, company size, and company age is undertaken. Notably, company size emerges as the sole statistically significant differentiator between the clusters. The cluster with the highest environmental, social, and governance (ESG) scores comprises larger firms compared to the others. Based on the identified sustainable development patterns within each cluster, the study proposes recommendations for enhancing their overall sustainable development performance.

Keywords

Sustainable development, Sustainable growth rate, Cluster analysis, Borsa Istanbul

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