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A decreasing function describes a relationship where the output consistently declines as the input increases. This means that for any two input values, if one is greater than the other, the corresponding output is smaller. Mathematically, a function f is decreasing on an interval I if for every x1 < x2​ in I, f (x1) > f (x2). This type of behavior is visually identified on a graph that slopes downward from left to right.The nature of a function can be analyzed by calculating...
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Bradycardia is a medical condition in which the heart rate is slower than normal. It occurs when the heart's natural pacemaker, the sinus node, generates slower electrical impulses than the standard rhythm. In adults, bradycardia is diagnosed when the pulse rate falls below 60 beats per minute, indicating a deviation from the normal heart rate range.
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Updated: Jan 25, 2026

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Do transportation network companies decrease or increase congestion?

Gregory D Erhardt1, Sneha Roy1, Drew Cooper2

  • 1Department of Civil Engineering, University of Kentucky, 161 Raymond Building, Lexington, KY 40506, USA.

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|May 16, 2019
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Summary
This summary is machine-generated.

Transportation network companies (TNCs), like Uber and Lyft, significantly worsen traffic congestion in San Francisco. Our study found TNCs are the primary cause of increased traffic delays, contrary to their stated goals.

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Area of Science:

  • Urban Planning
  • Transportation Engineering
  • Data Science

Background:

  • Transportation network companies (TNCs) aim to reduce urban congestion.
  • Previous studies on TNCs' impact on traffic have yielded inconclusive results due to data limitations.

Purpose of the Study:

  • To investigate the actual impact of TNCs on traffic congestion in major cities.
  • To determine if TNCs contribute to or alleviate urban traffic problems.

Main Methods:

  • Data was collected by scraping application programming interfaces (APIs) from two major TNCs.
  • Observed travel time data was integrated with TNC data for analysis.
  • A counterfactual scenario was created to estimate traffic conditions without TNCs.

Main Results:

  • TNCs have become the largest contributor to traffic congestion in San Francisco.
  • Weekday vehicle hours of delay increased by 62% between 2010 and 2016.
  • Without TNCs, the projected increase in delay would have been only 22%.

Conclusions:

  • TNCs exacerbate urban traffic congestion, contradicting their stated mission.
  • Findings offer critical insights for urban planners and policymakers regarding TNC integration.
  • Future urban transportation strategies must account for the significant impact of TNCs.