Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany

How do complex social systems evolve in the modern world? This question lies at the heart of social physics, and network analysis has proven critical in providing answers to it. In recent years, network analysis has also been used to gain a quantitative understanding of law as a complex adaptive sys...

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Main Authors: COUPETTE, Corinna, BECKEDORF, Janis, HARTUNG, Dirk, BOMMARITO, Michael, KATZ, Daniel Martin
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Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sol_research/4526
https://ink.library.smu.edu.sg/context/sol_research/article/6484/viewcontent/fphy_09_658463.pdf
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spelling sg-smu-ink.sol_research-64842024-10-17T03:28:26Z Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany COUPETTE, Corinna BECKEDORF, Janis HARTUNG, Dirk BOMMARITO, Michael KATZ, Daniel Martin How do complex social systems evolve in the modern world? This question lies at the heart of social physics, and network analysis has proven critical in providing answers to it. In recent years, network analysis has also been used to gain a quantitative understanding of law as a complex adaptive system, but most research has focused on legal documents of a single type, and there exists no unified framework for quantitative legal document analysis using network analytical tools. Against this background, we present a comprehensive framework for analyzing legal documents as multi-dimensional, dynamic document networks. We demonstrate the utility of this framework by applying it to an original dataset of statutes and regulations from two different countries, the United States and Germany, spanning more than twenty years (1998–2019). Our framework provides tools for assessing the size and connectivity of the legal system as viewed through the lens of specific document collections as well as for tracking the evolution of individual legal documents over time. Implementing the framework for our dataset, we find that at the federal level, the United States legal system is increasingly dominated by regulations, whereas the German legal system remains governed by statutes. This holds regardless of whether we measure the systems at the macro, the meso, or the micro level. 2021-05-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/sol_research/4526 info:doi/10.3389/fphy.2021.658463 https://ink.library.smu.edu.sg/context/sol_research/article/6484/viewcontent/fphy_09_658463.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Yong Pung How School Of Law eng Institutional Knowledge at Singapore Management University legal complexity evolution of law quantitative legal studies empirical legal studies legal data science network analysis natural language processing complex systems Legal Studies Science and Technology Law
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic legal complexity
evolution of law
quantitative legal studies
empirical legal studies
legal data science
network analysis
natural language processing
complex systems
Legal Studies
Science and Technology Law
spellingShingle legal complexity
evolution of law
quantitative legal studies
empirical legal studies
legal data science
network analysis
natural language processing
complex systems
Legal Studies
Science and Technology Law
COUPETTE, Corinna
BECKEDORF, Janis
HARTUNG, Dirk
BOMMARITO, Michael
KATZ, Daniel Martin
Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
description How do complex social systems evolve in the modern world? This question lies at the heart of social physics, and network analysis has proven critical in providing answers to it. In recent years, network analysis has also been used to gain a quantitative understanding of law as a complex adaptive system, but most research has focused on legal documents of a single type, and there exists no unified framework for quantitative legal document analysis using network analytical tools. Against this background, we present a comprehensive framework for analyzing legal documents as multi-dimensional, dynamic document networks. We demonstrate the utility of this framework by applying it to an original dataset of statutes and regulations from two different countries, the United States and Germany, spanning more than twenty years (1998–2019). Our framework provides tools for assessing the size and connectivity of the legal system as viewed through the lens of specific document collections as well as for tracking the evolution of individual legal documents over time. Implementing the framework for our dataset, we find that at the federal level, the United States legal system is increasingly dominated by regulations, whereas the German legal system remains governed by statutes. This holds regardless of whether we measure the systems at the macro, the meso, or the micro level.
format text
author COUPETTE, Corinna
BECKEDORF, Janis
HARTUNG, Dirk
BOMMARITO, Michael
KATZ, Daniel Martin
author_facet COUPETTE, Corinna
BECKEDORF, Janis
HARTUNG, Dirk
BOMMARITO, Michael
KATZ, Daniel Martin
author_sort COUPETTE, Corinna
title Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
title_short Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
title_full Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
title_fullStr Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
title_full_unstemmed Measuring law over time: A Network Analytical Framework with an Application to Statutes and Regulations in the United States and Germany
title_sort measuring law over time: a network analytical framework with an application to statutes and regulations in the united states and germany
publisher Institutional Knowledge at Singapore Management University
publishDate 2021
url https://ink.library.smu.edu.sg/sol_research/4526
https://ink.library.smu.edu.sg/context/sol_research/article/6484/viewcontent/fphy_09_658463.pdf
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