201711

Data for inclusive business

November 2017 Blog Series

Data, data everywhere... But what does it mean for inclusive business?

Publication Date

Three things we know to be true:  a data revolution is underway, with more data available and processable than ever before;  businesses are seizing the data opportunity, as providers of data services and users of information; and the development community has stepped up its investment in data as part of its commitment to the Sustainable Development Goals.  But what does all this mean for inclusive business? 

Is the development community's investment in data accessible to business and useful for it?  Is the historic lack of data gap on Base of Pyramid (BoP) markets and needs now closing?  Are businesses investing in data services in ways that will benefit low-income people not just the bottom line?    This month we see how data usage is shifting and influencing inclusive business across sectors from agriculture to energy, from farmer data to data from space. 

Understanding the BoP market 

One of the costs and risks of doing business in BoP markets is that conventional market data - on incomes, spending, preferences - is simply not available.  This is beginning to change.  Euromonitor International provides fascinating insight on trends and spending patterns in Africa's largest BoP markets while Christina Gradl-Tewes highlight just how bad current data is, and the potential for change. [Want to know more about Kibera? Artificial Intelligence can help.]  Last month's Editor's Choice was on a welcome report that finally reviews data on whether the broad 'BoP market' actually includes 'poor' people, on around $1-2 a day.   

Business providers 

Businesses are stepping in to fill data gaps, providing tailored information about BoP clients or production by low income producers. Smallhodr is a new business managing data on smallholder production and supply chains, offering gains to both farmers and agricultural companies. [Spreadsheets are where data go to die]. TTC deploys mobile-based surveys to capture trends, such as the slump in fresh fish consumption around Lake Victoria. [A case study]. E-kutir already has a smallholder-focused service reaching 70.000 smallholders and a team are looking at how to expand such services for more farmers.[Planting the seed for integrated precision farming]. 

Sector-specific data initiatives and partnerships 

While each innovative business has a role to play, there is a bigger shift at work:  public  sector investments in sector data and public private partnerships for data to guide investment and planning. Claire Melamed , leading Global Partnerships for Sustainable Development Data, outlines the data revolution in development with examples of how companies are tuning in. With sector examples, this month we hear about: 

  • data on food fortification consolidated by GFDx (Global Fortification Data Exchange), with potential to spur more action to save millions of lives from hidden hunger 
  • data from space on trends in water, temperature and more, which can guide water planning by region, or frost-prevention measures on a coffee farm 
  • geo-spatial data about energy use and availability. 

There are also great sources of data on poverty and development trends?  I bet that not many in the business sector know the great visuals from 'our world in data'.  SO we have done our own blog listing some of these useful tools. 

Beyond just generating data 

It's good to see these investments in accessible rich data to guide investment. But I have two perhaps contradictory concerns, both about who uses the data.  First, I know the gulf between development actors and business actors:  different languages, different sources of information, different networks.  I wonder if these development-backed initiatives will do enough to make their data accessible to and really used by businesses that are working at the BoP. I have not seen evidence yet that investment in crossing development and business boundaries is sufficient.  

Secondly, data should not stop in the hands of business or governments.  Andreas Pawelke from the Web Foundation raises a warning flag, that current inequality in power and wealth is simply reinforced by unequal data access, so argues for greater investment in building capacity for data analysis at local level, plus requirements for open data.   

Back to basics:  the value of listening to people at the BoP 

While big data is the big new opportunity, quite simple technology is also unlocking some 'back to basics' customer feedback within inclusive businesses. We hear great examples from an animal feed business in Ghana, and a low-cost medical business in Brazil, of how customer-centric data is used to understand what low-income clients want and how the business can improve to scale and serve them better. 

featured story

Want to know more about Kibera? Artificial Intelligence can help

170,000 or 700,000? Which figure best represents the population size of the slum Kibera in Nairobi? Without data, how can these households be understood in terms of their needs and market power? Endeva’s Christina Tewes-Gradl explores the huge potential of the data revolution to unleash investment at the BoP.

Christina Tewes-Gradl

Table of contents

graphic summary

GRAPHIC SUMMARY

A visual summary of the key topics and insights relevant for inclusive business entrepreneurs when it comes to data. Learn more about these aspects by reading this edition! The illustration was developed by Christopher Malapitan, a visual practitioner…

editorial

Data, data everywhere... But what does it mean for inclusive business?

Data, data everywhere, but what does it mean for inclusive business? Our Editor in Chief Caroline Ashley introduces this series in her overview blog, outlining the key trends in access to data and its usability for businesses operating at the base of the pyramid.

Caroline Ashley

feature story

Want to know more about Kibera? Artificial Intelligence can help

170,000 or 700,000? Which figure best represents the population size of the slum Kibera in Nairobi? Without data, how can these households be understood in terms of their needs and market power? Endeva’s Christina Tewes-Gradl explores the huge potential of the data revolution to unleash investment at the BoP.

Christina Tewes-Gradl

Africa’s Three Largest BOP Markets

In Kenya, BoP households account for 1 in 5 of every dollar spent, and almost a quarter of this is spent on food and beverage. These and other insights on the shape and spending of BoP consumers are shared by Euromonitor International, based on their interrogation of multiple data sources, combined with modelling and forecasting.

Spreadsheets are where data go to die

Big data on smallholder farming is already emerging in high-value sectors. The potential across smallholders is huge, with possible gains for businesses and farmers alike. BoP expert Karen Smith outlines those gains and how a new business, Smallholdr, provides a new data-based system for supply chain management and upgrading.

Planting the seed for an integrated precision farming platform for smallholders

At Endeva’s Inclusive Innovation Factory ii2030, pioneers from the agriculture sector discussed how technology can provide solutions for precision agriculture. Building on the model of e-Kutir, Christina Tewes-Gradl presents innovative ideas on how smallholders can access data and business opportunites.

A mobile approach to collecting fishy data – a case study

Wild fish catch from Lake Victoria has dropped significantly to half of what it was. A mobile-based survey confirms the slump. TTC explains this mobile tool, and how it has helped a public private partnership invest in aquaculture.

Data Sharing for Sustainable Development Should Not be a One-Way Street

Data and collaboration provide new opportunities for action and impact. This is as true for business as for others. Claire Melamed, leading Global Partnership for Sustainable Development Data, outlines the data revolution in development with examples of how companies are tuning in.

Fighting hidden hunger with data

Data on food fortification saves lives argues the Global Alliance for Improved Nutrition (GAIN). Investing in food fortification has a return on investment of 30:1, saves lives, and prevents long-term sickness. Yet, under-investment prevails. Good data won't build political will overnight but is a step towards better planning and investment. GAIN’s Global Fortification Data Exchange (GFDx) was launched to do just that.

Data for a changing world — satellites for sustainability

Ellen Stofan, former Chief Scientist of NASA, explains how huge reams of data from space are being tapped to help governments, business and citizens to manage resources in the face of climate change.

Open tools and data are quintessential to inform decision-making in the energy field

Lack of data about household energy use and poverty levels is holding back necessary investment and planning decisions in the renewable energy sector. Dimitrios Mentis and Sanjoy Sanyal share how geospatial information system (GIS) datasets and visualised maps are being used to close this gap.

Where do you get your data from? 

Looking for useful data? These are our suggestions on open data sources, toolkits and an introduction on how to apply big data to help you dive into the data that is out there.

Good data, bad side-effects

Mere access to data will not lead to a better world warns Andreas Pawelke from the World Wide Web Foundation. Too much data is accessible to only a few people. So instead of investing in ever-bigger data, investment is needed in new legal frameworks, local data capacities, and requirements to share data.

How to use customer centricity to meet data collection needs

Making data collection less of a burden and more of an opportunity for its investees is a key objective of the Department for International Development (DFID) Impact Programme. Here, they share the first case study in their Deep Dive series that shows how gathering customer-centric data enabled a Ghanaian animal feed business to understand their value to BoP consumers and scale their business.

We are lacking initiatives that identify and convey the stories of impact hidden in the data

In this interview, Gayan Peiris, Digital Strategist of the United Nations Sustainable Development Goals Action Campaign, explains the importance of using global data sources wisely to identify the needs of local communities and showcase ‘real’ progress made.

Interview: Dr. Consulta, improving services through customer feedback

Dr Consulta is a Brazilian business rapidly expanding its chain of clinics. The company is focussed on keeping costs low so that their prices are 20% of typical private competitors. So why are they investing time and effort in customer feedback? Product manager Jorge Tung tells us why and explains how to do it efficiently.

Editor's Choice, November 2017: Our World in Data, and in darn good visuals too

This month, Caroline Ashley did not pick a typical publication as the Editor’s Choice, but a website that is all about data. Find out what it makes Our World in Data so special and unique that you should not miss it.