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Analysis of the Relationship Between Understanding Mathematical Logic and Managerial Decision-Making Effectiveness

APTISI Transactions on Management (ATM) · Vol. 9 No. 1 (2025) · hlm. 40–49

DOI
10.33050/atm.v9i1.2407
ISSN
2622-6804, 2622-6812
Terbit
2025-01-29
Penerbit
Pandawan
Bahasa
en
Lisensi
creativecommons.org/licenses/by-sa/4.0

Abstrak

Managerial decision-making, a cornerstone of organizational success, often relies on logical reasoning to address complex scenarios and develop effective strategies, forming the basis of this research. While logical reasoning has been widely recognized, the integration of mathematical logic as a foundational tool for enhancing decision-making effectiveness has remained underexplored. This study investigates how understanding mathematical logic, particularly propositional and predicate logic, impacts managerial capabilities in analyzing problems, formulating strategies, and implementing decisions. To achieve this, the study employs a quantitative approach, utilizing a survey distributed to 150 managers across diverse industries, with data analyzed using Structural Equation Modeling (SEM) to identify relationships between variables. The findings demonstrate the practical applications of mathematical logic, including its utility in strategic planning for technology firms, operational optimization in manufacturing, and improving decision-making frameworks in healthcare. These insights lead to the understanding that mathematical logic is a valuable tool for strengthening managerial decision-making processes, offering significant theoretical and practical contributions to organizational practices.

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19 penulis · 52 tautan kepenulisan bersama · 15 lintas organisasi

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  • Universitas Raharja
  • Universitas Catur Insan Cendekia Cirebon
  • Universitas Esa Unggul
  • Universitas Pradita
  • Institut Agama Islam Negeri Fattahul Muluk Papua
  • State University of Semarang
  • Afiliasi tidak diketahui
  • Organisasi berbeda
  • Organisasi sama
  • Afiliasi tidak diketahui
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Tampilkan sebagai tabel
Rekan penulisOrganisasiArtikel bersama
Muhammad Farhan KamilUniversitas Raharja1
Suryari PurnamaUniversitas Esa Unggul1
Gautam KhannaAfiliasi tidak diketahui1
Suhandi SuhandiAfiliasi tidak diketahui1
Agung RizkyUniversitas Raharja1
Ihsan Nuril HikamUniversitas Raharja1
Amri AmriInstitut Agama Islam Negeri Fattahul Muluk Papua1
Kusnadi KusnadiUniversitas Catur Insan Cendekia Cirebon1
Sebastian HarrisAfiliasi tidak diketahui1
Muhammad HattaUniversitas Catur Insan Cendekia Cirebon1
Fajriannoor FananiState University of Semarang1
Lena MagdalenaUniversitas Catur Insan Cendekia Cirebon1
Jerry MaratisUniversitas Esa Unggul1
Muhammad Saiful HadiUniversitas Raharja1
Santiago RamírezAfiliasi tidak diketahui1

Afiliasi berasal dari OpenAlex; metadata OAI-PMH jurnal tidak memuatnya. Penulis tanpa ID OpenAlex dicocokkan berdasarkan nama, sehingga dua orang bisa tergabung atau satu orang bisa terpisah.

Sumber metadata: OAI-PMH (metadata jurnal) https://ijc.ilearning.co/ATM/oai, pertama di-harvest 6 Nov 2026, terakhir terlihat 8 Nov 2026.
Metadata asli (oai_dc)
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	<dc:title xml:lang="en">Analysis of the Relationship Between Understanding Mathematical Logic and Managerial Decision-Making Effectiveness</dc:title>
	<dc:creator xml:lang="en">Ruisli, Marchesa</dc:creator>
	<dc:creator xml:lang="en">Laksma Pradana, Bayu</dc:creator>
	<dc:creator xml:lang="en">Brotosaputro, Goenawan</dc:creator>
	<dc:creator xml:lang="en">Ramirez, Santiago</dc:creator>
	<dc:creator xml:lang="id">Ramirez, Santiago</dc:creator>
	<dc:subject xml:lang="en">Mathematical Logic</dc:subject>
	<dc:subject xml:lang="en">Managerial Decision-Making</dc:subject>
	<dc:subject xml:lang="en">Propositional Logic</dc:subject>
	<dc:subject xml:lang="en">Predicate Logic</dc:subject>
	<dc:subject xml:lang="en">Logical Reasoning Frameworks</dc:subject>
	<dc:description xml:lang="en">
Managerial decision-making, a cornerstone of organizational success, often relies on logical reasoning to address complex scenarios and develop effective strategies, forming the basis of this research. While logical reasoning has been widely recognized, the integration of mathematical logic as a foundational tool for enhancing decision-making effectiveness has remained underexplored. This study investigates how understanding mathematical logic, particularly propositional and predicate logic, impacts managerial capabilities in analyzing problems, formulating strategies, and implementing decisions. To achieve this, the study employs a quantitative approach, utilizing a survey distributed to 150 managers across diverse industries, with data analyzed using Structural Equation Modeling (SEM) to identify relationships between variables. The findings demonstrate the practical applications of mathematical logic, including its utility in strategic planning for technology firms, operational optimization in manufacturing, and improving decision-making frameworks in healthcare. These insights lead to the understanding that mathematical logic is a valuable tool for strengthening managerial decision-making processes, offering significant theoretical and practical contributions to organizational practices.
</dc:description>
	<dc:publisher xml:lang="en">Pandawan</dc:publisher>
	<dc:date>2025-01-29</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ijc.ilearning.co/ATM/article/view/2407</dc:identifier>
	<dc:identifier>10.33050/atm.v9i1.2407</dc:identifier>
	<dc:source xml:lang="en">APTISI Transactions on Management (ATM); Vol. 9 No. 1 (2025): January; 40-49</dc:source>
	<dc:source xml:lang="id">APTISI Transactions on Management (ATM); Vol 9 No 1 (2025): January; 40-49</dc:source>
	<dc:source>2622-6804</dc:source>
	<dc:source>2622-6812</dc:source>
	<dc:source>10.33050/atm.v9i1</dc:source>
	<dc:language>en</dc:language>
	<dc:relation>https://ijc.ilearning.co/ATM/article/view/2407/870</dc:relation>
	<dc:rights xml:lang="en">Copyright (c) 2025 Marchesa Ruisli, Bayu Laksma Pradana, Goenawan Brotosaputro, Santiago Ramirez (Authors)</dc:rights>
	<dc:rights xml:lang="en">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
</oai_dc:dc>