Cycle network performance: Assessing modal shift after cycle highway construction in the Netherlands

Cycle network performance: Assessing modal shift after cycle highway construction in the Netherlands

🎙 Joost de Kruijf and Huub Ploegmakers 👥 36K 📅 October 9, 2026 ⏱ 42 min 👁 86 📄 original study 🧭 2026-10-09
Available in: English (current) Français

Keywords

cycle highwaysmodal shiftdifference-in-differencesevent studypolicy evaluation

Summary

The conference presentation, given by Joost de Kruijf (Dutch Cycling Intelligence) and Huub Ploegmakers (Radboud University), focuses on evaluating the impact of cycle highway construction on cycling behaviour in the Netherlands. The first part, led by de Kruijf, establishes the Dutch policy context, including national goals for increasing cycled kilometres, and presents a practical case study for ASML, a major chip manufacturer, where they mapped employee cycling potential using travel-time and likelihood models. The second part, by Ploegmakers, critiques the dominance of forecasting over ex-post evaluation in transport policies and demonstrates the need for control groups and counterfactual designs. Using a difference-in-differences approach and event study analysis on cycling count data from eastern Netherlands, they find an average 18% growth in cycling due to cycle highways, but this effect nearly doubles after several years, highlighting the time-dependent nature of modal shift. The talk also briefly addresses mode choice effects. Throughout, the speakers emphasise the importance of rigorous monitoring and evaluation, and they argue that many policy interventions suffer from inadequate before-after designs without control groups, leading to biased estimates of actual impacts. The presentation combines practical policy insights with advanced evaluation methodology, illustrating both the promise and the challenges of assessing infrastructure effects on behaviour.

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Critical Evaluation

Value of the Information & Strength of the Argument

The value of the information lies in its dual approach: combining practical policy analysis (e.g., the ASML example) with a rigorous quasi-experimental evaluation framework. The speakers clearly explain why simple before-after comparisons are misleading and demonstrate how difference-in-differences and event study designs can better isolate causal effects. The argumentation is solid: they support their claims with empirical data, show the importance of control groups, and acknowledge limitations, such as the need to control for concurrent urban developments. The use of an event-study figure to show increasing effects over time is particularly insightful. The talk also questions the common assumption that people cycle the entire length of a cycle highway, providing a more nuanced view of network usage. Overall, the argumentation is coherent, evidence-based, and methodologically sound, although some parts (e.g., the ASML case) are presented briefly without full detail.

Scientific Rigor, Source Quality, Title Accuracy

The presentation is methodologically rigorous: the speakers explicitly discuss the need for counterfactuals, control groups, and the pitfalls of attribution. They rely on real cycling count data and mode choice data, and they transparently describe the regression models. The use of difference-in-differences and event studies is appropriate and well-executed. However, the talk does not provide a detailed list of external sources or citations; it references institutional data (e.g., ASML, provincial counts) but no explicit academic publications. The title is perfectly aligned with the content: the assessment of modal shift after cycle highway construction is the central theme. The description of the conference series is accurate. No public comments were provided, so we cannot analyse audience reactions. The overall rigour is high, though the lack of explicit source citations within the slide deck limits verification.

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Title / Content Match

The title accurately reflects the content: the speakers assess modal shift effects of cycle highway construction in the Netherlands using rigorous evaluation methods.

Quality & Reliability

7/10

The talk presents a rigorous quasi-experimental evaluation design (difference-in-differences and event study) with clear discussion of counterfactuals, control groups, and limitations. The methodology is transparent and based on empirical cycling counts and mode choice data. However, the presentation is an expert conference talk rather than a peer-reviewed publication, and some advocacy elements regarding cycling policy are present, which slightly reduces the score.

Key Moments

Contribution & Novelties

The original contribution lies in applying quasi-experimental evaluation methods (difference-in-differences and event study) to assess the impact of cycle highway construction on cycling counts and mode choice in the Netherlands. This is relatively rare in transport policy, where forecasting often dominates and ex-post evaluation is neglected. The presentation also provides a practical example with the ASML case, showing how to combine travel-time and likelihood models to predict cycling potential. Furthermore, the emphasis on the dynamic nature of effects (increasing over time) adds a novel perspective on how infrastructure impacts unfold.

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Radar Profile

The radar profile shows high scores (7–8) on information quantity, quality, and technical level, with a slightly lower but still good reliability (7). This indicates a well-structured, technically strong presentation with robust methodology, though the reliance on non-peer-reviewed slides and the advocacy context slightly temper the reliability score. The balanced profile reflects a talk that is informative, methodologically sound, and accessible to a technical audience.

Reliability 7/10