Article

Cycling Potential Index and its applicability in India

Cycling is rapidly becoming the mode of choice for health and recreational activity across several urban centres in India.

By Steer

Cycling is rapidly becoming the mode of choice for health and recreational activity across several urban centres in India. However, it remains a very minor share (<2%) on a majority of corridors across the country. The health and environmental benefits of cycling are well understood and several local authorities are planning sizeable investments to improve cycling facilities within their jurisdictions. However, a question arises about how to target these investments for best returns. Many areas do not have a high cycling mode share, but might have the right mix of people and geography to make cycling an appealing option if certain steps were taken. 

Developed through an internally-funded Research and Innovation project, Steer Davies Gleave's 'Cycling Potential Index' (CPI) provides an objective, evidence-based method of assessing the underlying potential for cycling in a specific location. This method of analysis can be used to help identify locations to be studied further and where it would be best to direct investment in cycling infrastructure.

Our Cycling Potential Index highlights areas that have high potential for cycling, based on demographics, topography and distance to work, but current low rates of cycling. The CPI draws on data reflecting three of the most important influences on cycling:

  • Hilliness
  • Socio-demographics
  • Commute length

Purposefully, the CPI does not take into account the existing provision of cycle infrastructure. Instead it indicates underlying cycling potential based on geographic and demographic data available in the US and Canada, irrespective of existing policy and physical interventions.

The CPI is then compared to existing cycling rates to identify high-potential areas with low cycling. Used early in an analysis, this gives an indication of areas to be investigated further.

With the addition of local data, the CPI can help forecast the increase in the level of cycling given appropriate facilities and promotional support. This, in turn, can be used within a business case assessment to help fund cycling interventions. 

The process

The standard CPI process produces three maps: first, the cycle potential map itself; second, an existing cycling map based on commuter cycling data; finally, a comparison of these two maps to highlight locations of high unmet potential. If available, further analysis and mapping of current cycling infrastructure quality can be used to explore priority locations for further analysis or investment.

Example: Boston, USA

Our analysis of Boston is a good example of the CPI approach when looking at cycle potential vs. actual commute cycling (see maps below). The areas marked as having the highest cycling — Cambridge, Somerville, Allston, the South End and Jamaica Plain — are not surprising as they are areas popular with students and young professionals. For instance, Cambridge is home to two of the world’s most prominent universities, Harvard University and Massachusetts Institute for Technology (MIT).

When we overlay the existing cycling and potential cycling maps to see where there may be unmet demand, we are met with some interesting patterns. Lower-income urban areas with less social capital (Roxbury, Chelsea), and suburban town centres (Lynn, Needham) are highlighted (see maps below), suggesting that it would be worth investigating these areas further to see why cycling is underused.

Existing cycling in Boston
Our initial proof-of-concept analysis studied four cities in the United States and Canada: Boston, Denver, Toronto and Vancouver, and each city we found areas that would benefit from further analysis of its cycling. All inputs for the analysis were publicly available topography data as well as data from the US or Canadian censuses.

In India, the same assessment could be performed quickly for communities across the country where similar data is also easily accessible.

The Cycling Potential Index is one more tool in Steer Davies Gleave's toolbox to focus efficiently on areas for potential cycling growth. This is a quick and effective first step, which can be followed up by either adding more data to refine our focus, or by more thorough analysis of the causes for less-than-expected cycling rates.

Off

Subscribe to our newsletter, The Edit

We are Steer

Yes, you are in the right place. After 40 years, we have changed our name from Steer Davies Gleave to mark our growing international footprint and our expanding portfolio into sectors beyond transport.

Explore our new website to learn more about Steer: who we are, how we work and what our future holds.

Related insights

  • 18 Sep 2025
    Article

    Ancoats Mobility Hub: Enabling car-lite developments

    By Steer

    Steer supported the UK’s first purpose-built Mobility Hub with commercial modelling to enable sustainable, car-lite regeneration.

    Read more

  • 31 Jul 2025
    Article

    New study shows best ways to unlock value of UK railway station estate

    Richard Harper
    Director

    Steer and RIA outline strategies to unlock station potential, creating sustainable, connected hubs that drive social and economic value.

    Read more

  • 24 Jun 2025
    Article

    Can personas help us to fill the data gaps on LGBTQ+ experiences of public transport?

    By Steer

    During Pride Month, we’re reflecting on the role of visibility, not just in culture, but in infrastructure planning.

    Read more

  • 19 May 2025
    Article

    What we learned at ‘Ramping Up: Unlocking the value in EV infrastructure investment’

    By Steer

    What will it take to scale EV charging? Insights from our expert panel on the investment challenges and opportunities ahead.

    Read more

  • 04 Apr 2025
    Article

    How is EV doing in Europe’s Big Five economies?

    As Europe accelerates towards a zero-emission future, what’s really driving EV adoption—and what’s holding it back?

    Read more

  • 09 Dec 2024
    Article

    What did we learn at the Local Transport Summit 2024?

    By Steer

    Another successful Local Transport Summit saw Steer along with industry professionals from across the board congregate in Bedford this week.

    Read more

  • 17 Oct 2023
    Article

    Take advantage of active transport, rural and zero-emission transit funding available in Canada

    By Steer

    Federal initiatives available in Canada to invest in $14.9 billion in reliable, fast, affordable, and clean public transit.

    Read more

  • 23 Nov 2022
    Article

    Steer views on the Autumn Statement 2022

    By Steer

    UK Chancellor Jeremy Hunt outlined three priorities of stability, growth and public services as part of his Autumn Statement.

    Read more

  • 17 Feb 2020
    Article

    What is it like to work on one of Europe’s busiest motorways?

    By Steer

    The M25 around London is one of the most important roads in Britain.

    Read more

  • 11 Feb 2020
    Article

    Car travel: a paradigm shift

    By Steer

    The traditional approach to solving traffic over the past half century has been to protect the personal “right” to car travel.

    Read more

  • 07 Feb 2020
    Article

    A changing face of P3 transportation infrastructure investments?

    By Steer

    Long-term reliable rates of return have made transportation infrastructure P3 investments popular with institutional investors.

    Read more

  • 07 Jan 2020
    Article

    The future of parking in the evolution to autonomous vehicles

    By Steer

    The effects of Connected and Autonomous Vehicles (CAVs) on parking will depend on the adopted ownership model, public policy and demand.

    Read more