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Why does research matter in human-centered design

The inevitable is hidden and forgotten

Human-centered design (HCD) continues to ride a wave of popularity across sectors. The approach, if applied correctly, has the potential to generate effective, customer-centric insights. These insights can be used to develop innovative solutions that create enduring value for customers and organizations. HCD involves an empathetic understanding of users, creative thinking, and rapid testing of solutions.

When an organization adopts an HCD approach, it increases the chances to obtain better and timely insights from customer engagement and thus be able to design and deliver appropriate services to customers. HCD not only benefits the organization by addressing business problems but also allows active collaboration that can empower customers to express their needs, preferences, and aspirations. MSC has used our flagship version of HCD, Market Insights for Innovation & Design (MI4ID) for two decades now. As we celebrate 20 years of work, we examine the one thing that makes MI4ID so successful.

Many solutions developed using the philosophy of HCD have not yielded great results—for example, here and here . While there is no question of the intent, desirability, and appropriateness of using HCD, these failures indicate that HCD-based solutions often stumble due to a lack of supply-side buy-in and a poor understanding of both internal and external market players beyond the end customer. Repeated “pivoting” to new solutions is not a badge of honor—it is a sign of inadequate research that underlies the design of the initial solutions.

One example where HCD could have been applied with more rigor is a particular case where the low enrolment for a product was attributed to poor awareness among potential customers. Developed using the HCD approach, the proposed solution was a smart, digital platform-based community financial literacy and marketing program. However, the solution was developed using insights from hastily conducted research, which revealed that WhatsApp was a common source of information and that the servicing agent had less time or capacity to share knowledge. The solution also proposed an element of gamification, whereby if one person views all the suggested videos and responds to some questions, they will be entitled to some “freebies”.

However, the researchers missed a key insight. The real obstacle was not the customer’s knowledge, as they were already receiving basic knowledge from the agent—who was a trustworthy and influential source of information. Rather, the underlying issue was that potential users, as well as some existing users, had many queries that neither the agent nor other information sources could answer. Clearly, a contextual understanding and deeper customer insights would have highlighted the real issues, proposed a solution, and more importantly, improved the knowledge dissemination hierarchy. The proposed digital platform—however well designed, smart, and interactive—was not the solution in this case.

Similar challenges arise when HCD overlooks the contexts or the ecosystem of providers. In another HCD-led exercise, the proposed solution to enhance the adoption of mobile money by customers was to establish a model shop where the digital payment was accepted. The HCD process overlooked the fact that many shops in a nearby market-accepted cash, offered short-term credit, and were an integral part of the community relationships that villagers used to manage their financial affairs.

We have also witnessed many instances where HCD-led solutions have failed because of a partial involvement from service providers in the development of the solution or product or simply because the regulations did not permit the proposed product. Such examples indicate that research on the market and supply-side realities within which a solution must operate received inadequate attention.

We list below some limitations of HCD that providers, regulatory bodies, and other organizations should address.

  1. There is often a “need to find a quick fix” bias, owing to a shallow focus on understanding the context. A number of assumptions are made based on a few interactions mapped as per the work-plans and planned activities. As a result, a planning fallacy invariably ensues in the subsequent work.
  2. The HCD process simply tests “confirmation bias” as a pre-determined idea or “solution” from elsewhere—with minimal contextual changes. Practitioners often overlook local knowledge, realities, and ideas. Thus, they face inevitable challenges to adoption.
  3. HCD is limited by a “mind projection fallacy” bias, where HCD practitioners assume to have a thorough understanding of their strategy, trajectory, or regulatory environment. As a result, the proposed solutions are difficult to adopt for the organization in its existing strategic plans or as per the law.
  4. HCD practitioners often fall into the “outside expert” trap, where they do not spend enough time to understand the local context and lack sufficient local knowledge. They do not make the effort to put the right team and tools in place to understand the context, such as by developing and reading “research-guides”, understanding the local language used to describe complex human financial behavior, or conducting participatory exercises. This bias is often amplified by a failure to formulate questions because the practitioners assume that they “already know this well.” As a result, they do not formulate contextual questions. Moreover, such outside experts often use tools or games that are not adapted to the local market.
  5. While a persuasive and engaging presentation of ideas is immensely important, it may be used to obscure a lack of detailed assessment and analysis, also known as the “design chic” challenge. Indeed, the prevalence of teams spending more time designing presentations and reports than the actual fieldwork is a fairly good indicator of this problem.

Despite the inherent biases that flourish when practitioners carry out inadequate research, providers generally resist making adequate investments in research. Although providers acknowledge that disruptive thinking leads to solutions, they are often comfortable in carrying out cursory research that extends between five and 10 days and involves talking to 10 or 15 customers at most. The result of which is that they “mix and match” their lessons from other settings and test the design solutions hastily with end-users. This process overlooks contextual information including one’s decision-making process and the emotional and mental barriers, that is, the behavioral issues around critical questions, such as:

  • Why do the end-users do what they do?
  • What are the key socio-cultural barriers that hinder the desired behavior or goals?
  • Where is the gap in converting intention into action?
  • What are the behavioral triggers behind the end-users’ choices?

These elements must be uncovered before envisioning the design solutions.

Balancing the act: give research its due!

The HCD process, by itself, does not undermine or negate the importance of research. Yet somehow, research is relegated to solution testing, which takes precedence while the aspect of creative thinking is ignored. MSC’s product and service development toolkit “Market Insights for Innovation & Design” (MI4ID) stress research-driven insights before innovations can begin. MI4ID further stresses on the involvement of those on the supply side who are responsible for implementing solutions at an early stage. Read more about MI4ID and its success stories here.

It is essential to undertake adaptive research where intelligent moderation of field-discussion uncovers the nuances that surround the research issue. Most HCD research should use carefully selected combinations of interactive methods, such as discussions, games or participatory exercises, activity prototypes, observations, mystery shopping, among others, to decipher such nuances.

To obtain rich insights and understand the situation on the ground, providers should ideally recognize that research is an investment, one that is worth making to unlock value that endures—thereby realizing a strong return on investment well into the future while also serving happy customers. This requires an empathetic mindset that is hard to achieve by browsing data online or by simply interviewing a few people. Researchers need to spend time, align with the socio-cultural fabric, and assimilate with the wider societal dynamics to interact successfully with potential beneficiaries only then successful interventions can be designed.

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Resolving challenges for digital credit with segment-specific vulnerabilities

Stanley, trader who sells second-hand shoes in Nairobi.Stanley is a 35-year-old trader who sells second-hand shoes in one of the largest open-air markets in Nairobi. He makes good profit during peak hours and often reinvests the amount into his business. At times when the profits drop and become irregular, Stanley often requires a line of credit to stay afloat. On average, he borrows USD 300 per month from digital lenders to replenish his stock. He repays the loans on time to avoid a reduction of his loan limit and being negatively listed.

Stanley is just one among the many digital borrowers who have improved their livelihoods successfully through digital credit. Seven years since digital credit emerged, almost 6 million Kenyans either have used the service or continue to use it. Yet the question remains—is the reach of digital credit wide enough to help all Kenyans who need instant credit? To answer this question, we interviewed a sample of 50 digital borrowers. We used our Market Insights for Innovation and Design (MI4ID) approach to gather insights on the use of digital credit, segment-specific behaviors, adequacy of customer protection, and product awareness.

Our research focused on the neglected segments as elaborated in this report “Digital credit in Kenya: evidence from demand-side surveys”. In Table 1, we explore some of the traits and challenges of these segments that have resulted in low to moderate rates of uptake. These segments use nearly half of the total amount borrowed for consumption.

Traits and challenges of egment specific vulnerabilities in digital credit

For digital credit to serve the marginalized segments, the lenders may address a few of the options, as listed below:

Appropriate product design

Adopt a customer-centric approach (see figure 1) to develop digital credit products that serve a majority of the segments. This would help avoid further exclusion for segments like farmers and women micro-entrepreneurs. Our MI4ID approach works on the premise that product development goes beyond the traditional process. The approach incorporates the principles of behavioral economics and human-centered design. At MSC, we believe that product development must be a two-pronged process—the generation of market insights, followed by innovation and design.

"MSC’s customer-centric approach for product design—MI4ID "

Figure 1: MSC’s customer-centric approach for product design—MI4ID

Suppliers who already operate at scale should work on more granular customer segmentation and tweak their product products and services appropriately. However, some niche players who are committed to this goal deserve better support, such as DigiFarm, Apollo Agriculture, and AfriKash

Box 1: The case of DigiFarm

In 2017, DigiFarm, an agricultural solution developed by Safaricom, partnered with FarmDrive to develop and launch a loan product. The product had flexible repayment terms that range from 30 to 120 days. As of May 2019, DigiFarm had registered over 1 million smallholder farmers on its platform who have access to digital input credit and harvest cash loans.

Use of cost-effective digital channels to communicate with the vulnerable segments

When it comes to customer engagement, specific segments, such as the rural people, do not find social media channels to be intuitive. This is because they prefer human interaction. Providers should include at least one channel that features a relatively higher “touch”. For instance, a customer care number introduces a human element that could be used for marketing and collection of loan repayments.

Testimonial for M shwari

Product marketing as a tool to educate digital borrowers

Nearly all of the digital lenders send emotive marketing messages to potential customers to persuade them to takeloans, as shown in the figure below :

Emotive marketing messages to potential customers to persuade them to take loans

However, the level of financial capacity is inadequate in some segments, such as the youth and casual laborers. They are easily influenced to take up digital loans. To encourage the responsible uptake of digital loans and higher rates of repayment, providers can introduce educational content into their product marketing strategies

Box 2: Case of Pezesha

Pezesha is a peer-to-peer digital marketplace that targets low-income borrowers in Kenya. Its customers have a data wallet that enables them to build and store their digital profile that they can use to access credit from formal lenders. Pezesha also focuses on financial education to promote and encourage responsible financial practices and credit uptake among digital borrowers. Through its solution, Patascore, the company offers financial education content that covers a variety of areas, such as savings and investment, effective debt management, ways to improve one’s credit score, and Credit Reference Bureaus (CRBs) and their role. In the event where a borrower is denied a loan, they receive tips on how to improve their scores and advice to re-apply later.

In just seven years since the advent of digital credit in Kenya, it has displayed a great potential to serve the marginalized segments. The development of more suitable products by the suppliers can prove to be a tremendous step towards the financial inclusion of these segments.

Our report based on our study of the digital credit landscape in Kenya (2019), discusses the changes in the digital credit landscape. It highlights the core challenges, emerging concerns and also goes further to formulate recommendations for both regulators and suppliers to make the delivery of digital credit more responsible and customer-centric. Read it here.

[1] Chama is a Swahili word for group savings

 

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Where are the women in the digital credit bandwagon? Lessons from Kenya

Naomi, 47 year old farmer in Kenya

Seven years since the launch of digital credit in Kenya, women are still disproportionately under-represented among borrowers. Yet they offer immense potential—for providers with the right focus. Just as in many developing markets, the economic participation of women in Kenya is largely concentrated in the informal sector, where women participate in small businesses, farm on small landholdings, and work as laborers, among other professions. The digital avatar of credit is particularly well suited for this segment, as it can address some of the biggest challenges that women entrepreneurs face.

Access to credit is an important tool since economically empowered women are better equipped to achieve their goals. They are able to provide for their families, contribute to society, and advance their own rights. The instant, uncollateralized, and relatively hassle-free nature of availing digital credit makes it an effective tool for women to manage or smooth over emergencies related to income. It has the potential to play a direct role to advance Women’s Economic Empowerment (WEE) and further the Sustainable Development Goal 5 (SDG 5) of gender equality.

We are excited by the significant opportunity that digital credit offers in the current age, which is characterized by a rapid increase in access to mobile phones. At present, Kenyan women comprise just 37% of the digital credit user base, which amounts to a gender gap of 26%1. The participation of women in the digital credit market is even lower when we consider loan volumes—women borrow only 31% of the total value of digital credit loans1. This presents a significant opportunity for players in the digital credit ecosystem to expand their customer base. Yet gender inclusivity is one area that needs more work.

MSC’s recent study2 on “How to make digital credit truly responsible and transformative” highlights three key insights to make digital credit in Kenya more gender-inclusive.

1. Evidence suggests that women are more reliable and loyal borrowers and hence form a strong business case for providers to employ a gender lens.

Our research reveals two interesting behavioural traits of women borrowers:

behavioural traits of women borrowers

Figure 1

a) On average, women are less likely to be negatively listed as compared to men (See Figure 1). Women are more anxious about defaults and their consequences. They are also generally more risk-averse in nature. These reasons probably drive them to be extra cautious to repay on time.

Comparison of men and women borrower

b) They are more loyal to a specific brand and prefer to stick to one provider instead of experimenting with different ones3.

Men are more experimental and tend to use a number of digital credit providers while women stick to preferred providers. This indicates a need to tap into this tendency to be loyal to ensure a prolonged business relationship. Among those with multiple digital loans, 41% of women borrowers stick to the same provider, as compared to 26% of men.

The unmet market potential of women, their lower rates of default, and greater loyalty establish a strong business case for providers to onboard more female customers. Variation in reasons for taking digital loans among women indicates the heterogeneity in the segment. Providers have an important opportunity to recognize this heterogeneity of women as a segment and build a strategy focused on them. This strategy may include the design of segment-specific products and intuitive women-friendly digital interfaces along with gender-centric communication, among others. Providers that already operate on a large scale have a great opportunity to offer differentiated services for women.

Niche players who are committed to this goal also deserve greater support from the investors and regulators.

2. The organization of cost-effective digital communication campaigns with a human face is the key to attract more women customers

The study on “Digital Credit in Kenya: Evidence from demand-side surveys” indicates that women are 35% more likely to cite fear as a reason to not borrow compared to men. Periodic digital communication campaigns enable women to become better informed and may help overcome this fear. On-the-ground communication campaigns through influencers and opinion leaders are important to develop a loyal base of women customers who prefer, choose, and use digital credit.

Women are generally more cautious to adopt technology. Social proof is a key determinant of how low-income women adopt and use digital credit. Hence, incentives that align with peer recommendations can be an effective way for providers to reward women who help enroll other women.

3. A robust grievance resolution system with a human touch will help providers serve their women clients better

The current grievance resolution mechanisms (GRM) rely largely on the use of SMS, call-centers, and emails. These mechanisms are “low-touch4” in nature and mostly unused by the customers. Our research indicates the need for various levels of “touch” depending on the customer segment. Women customers who fear digital loans and are extra cautious prefer high-touch communication channels, particularly when they try out a new product or seek to resolve their grievances. Adding a proactive human face to the GRM to provide quick, hands-on solutions for issues faced by customers is essential to gain their trust and serve them better.

Studies have established the importance of digital credit to help households meet their expenses. However, due to negative shocks, the difference in its impact based on gender is not clearly established. While we lack hard data, the presence of anecdotal evidence is sufficient to get us started on further exploration and research. The business case is evident and providers should not hesitate, as the early movers will likely reap significant benefits.

Our report based on our study of the digital credit landscape in Kenya (2019), discusses the changes in the digital credit landscape. It highlights the core challenges, emerging concerns and also goes further to formulate recommendations for both regulators and suppliers to make the delivery of digital credit more responsible and customer-centric. Read it here.

[1] MSC analytics

[2] Supported by SPTF and Accion Smart Campaign

*Estimated based on population, target age group, mobile phone availability, number of digital loans per year and an average value of each loan

[3] MSC demand-side research and analytics

[4] Lower level of human involvement in the GRM process from the provider’s side