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Data-driven Economy in Nigeria: Perspective, Orientation and Opportunities

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Timi Olubiyi Data-driven Economy

By Timi Olubiyi, PhD

In most African countries like Nigeria, individuals are typically born, grow, live through adulthood, retire, aged, and die without the government’s knowing or being aware of their existence.

This happens more in the remote villages and more within the informal sector and within the unbanked population.

Noticeably, due to lack of political will, successive governments and heads of nations in these African countries have ignored the lingering need for a data management system to improve the political, societal, and economic development landscape.

Big data analytics has been the technology drive that many nations of the world are adopting for improved governance, Africa should not be an exception.

A clear instance in recent time was in Nigeria, the biggest economy in Africa, where millions of the citizens were expectant on palliative care from the government but due to logistics and lack of national data bank, it was difficult to achieve a seamless reach to the citizenries.

The distribution could have been more effective with an efficient database and social welfare systems instead of the eventual looting of the stored palliative items that ensued. Social welfare protection is key to provide citizens with an economic safety net during periods of illness, and economic hardship.

Records indicated that the social welfare system in the form of insurance and assistance programmes to the public emerged in Europe in the 1800s to majorly support the vulnerable and it has been driven largely by adequate data management.

This is the 21st century, yet Africa is still struggling with a data-driven economy. It is significant to state that most of the major decision-making or policies in western countries from the USA, Canada, Australia, and most European countries, these days are largely data-driven.

For instance, the Canadian government announced COVID-19 aid in the form of a one-time payment of up to $500 for eligible seniors to offset any increased living expenses they have incurred as a result of the pandemic.

In the same vein, such government supports and economic stimuli are applicable in the USA and the UK to save jobs, businesses and to minimize the economic impacts of the pandemic.

In Africa, it has been a difficult task and the issue has been mainly due to the lack of adequate citizen information, thereby increasing economic hardship and poverty.

Consequently, a national database is vital, it would provide insights into population demographics, unemployment rate, age distributions, births, deaths, mortality, marriages, and infrastructure gaps.

It can also help in developing the right targeted policies to fix or alleviate social issues such as corruption, inequality between the wealthy and poor, level of education and rate of unemployment among others.

Under international human rights law, Nigeria’s government has an obligation to protect people’s rights and to ensure a meaningful standard of living, including adequate food and nutrition, the highest attainable standard of health, and the right to social security.

To conveniently achieve this all-important mission, agreeably a national database is required.

In addition, to address the obligations especially the unemployment rate distribution across the country especially can be addressed, the national database is key and can help in a lot of national planning.

The process of capturing and storing citizen information backed with a data protection bill in the National Assemblies is highly desirable and seemingly necessary, particularly in Nigeria.

This national database can be used for so many verifiable and evidence-based statistics, evaluations, and a lot of inferences can be derived from it.

At this point, post-COVID-19 has presented an opportunity, which is the creation of a national database in these African countries. It is highly desirable and the benefits outweigh the costs meaningfully.

When a national database is in place it can be accessed, analysed and contact tracing can be made a lot easier. Agreeably, it can help in a variety of other ways, such as public service improvement, designing of policies, public health development, public safety, national security, national development, and poverty reduction.

It can also help in developing empirically-proven techniques for fostering human and capital development. No nation attains sustainable economic growth without developing a national database necessary to drive such growth. The national database methodology is a less expensive option to performing a physical census because it is a register-based census.

So far, the year 2020 has been filled with disruptions due to the novel coronavirus (COVID-19). Despite COVID-19 being a health issue, has continued to have a high-impact and severity on the economy, business, and lifestyle globally.

It continues to reshape the ways of doing things and high disruptions across the remains across all sectors and countries.

For a developing country like Nigeria and as obtainable in most African countries, the disruption level is higher, stern with fragile economies across the continent.

The majority of the African populace lacks a reliable social welfare system; therefore, the socio-economic impact of the COVID-19 has been more severe on the continent.

It is, therefore, recommended that concrete policy adoption be considered for the management of national emergencies, humanitarian responses, reduction of the impact of the current pandemic, and the attendant looming economic recession.

Returning to business of lack of a strong data management culture and lack of sound data for governance Post COVID-19 will only further retrogress the continent’s development and living of the over 1.2 billion population. In fact, solutions to social and economic problems are often inseparable from the data

Broadly speaking with COVID-19, the number of incidences keeps increasing, consequently, flattening the curve or having a drop in the reported cases is still a mirage at least for now mainly because of lack of effective data-driven decisions.

Therefore, measures to preserve the livelihoods of workers and businesses and ensure they get by conveniently during this period are vital. This is supported by the World Bank’s stipulation in their 2005 report, which recommends that countries should design, finance, and deliver social welfare accordingly with a data management system.

The methodology to adopt as part of the post-COVID-19 recovery policy and national development is for the countries to introduce a data-driven economy and effective national data management platform. In my opinion, data is a developmental infrastructure that can provide critical insights into the trend of human actions, practices, behaviours, and social impacts.

The government cannot improve on school infrastructures without adequately knowing how many children need to be enrolled. Therefore, when citizen data management is properly earnest, it holds tremendous potential to stimulate economic growth and measurable development.

In light of the many African nation’s desire for accelerated economic growth particularly Nigeria, a national database is necessary as part of the post-COVID-19 policy priority.

Nevertheless, if it is open, integrated, unified, and harmonized amongst all the tires of government it will be an enabler for transparency and accountability, as well as reduce crime and criminality in Africa.

A low number of African countries including South Africa, Namibia, Mauritius, and Lesotho have some form of social package much can still be achieved in education and health which are two widely acclaimed barometers used to measure economic growth.

The citizenry should be catered for especially the vulnerable, through an adequate social welfare system. The COVID-19 experience exposed this inadequacy in Africa and this can be corrected easily by initiating and achieving an acceptable national database in each country.

From adequately capturing birth registration, education enrolments, adulthood, citizens in diaspora, retirees, to the closure by death registration, the citizenry must be known, captured, and catered for adequately in Africa.

Nonetheless, the COVID-19 relief programs across Africa just go to show how far behind the continent is with the data-driven economy and national database development, especially in Nigeria. The vast majority of people in Africa are most vulnerable according to context observation, and many of the countries are still grappling to protect their citizens from the negative impact of the COVID-19 pandemic.

That said, the fertility rate in Nigeria is very high with a population forecast of 400m by 2050 according to reliable data from Worldometer.

Tackling poverty in the land and reducing the high rate of unemployment has only received low attention by the successive government based on historical trends. With a national database in place, enactment of specific, and targeted policies to improve the lives of its citizens and its economy can be easily achieved.

Recall, the Minister of Humanitarian Affairs, Disaster Management, and Social Development in Nigeria, Ms Sadiya Farouq, expressed recently that her Ministry was tasked with the responsibility to address some of the underlying causes, drivers, and consequences of humanitarian crises and underdevelopment including COVID-19 impact management in the country.

She said this included the management of the relatively high level of poverty nearly half (90 million) of the country’s 200 million population.

Further to this, the President of the country, Rtd General Muhammadu Buhari, directed the Humanitarian Affairs Ministry to also develop a strategy to maintain the school feeding social program during the lockdown.

These tasks have been difficult to achieve in Nigeria, especially with identifying and reaching out to the very vulnerable citizens amongst the over 200m populace.

One of the significant reasons has been due to the high variety of datasets and the lack of a reliable, verifiable, harmonized, and efficient national database.

In Nigeria, many government institutions and agencies generate populace personal data daily. This includes: (i). Federal Road Safety Commission (FRSC), responsible for drivers’ license and vehicle number plates; (ii). Independent National Electoral Commission (INEC), responsible for voters registration exercise; (iii). National Bureau of Statistics (NBS), responsible for the production of national official statistics; (iv). National Identity Management Commission (NIMC), which is responsible for the national identity database; (v). National Population Commission (NPC), in charge of national demographic data; (vi). Other organizations including the banks in the financial sector and telecommunication companies in the telecommunication sector such as MTN, 9mobile, Globacom, Airtel, etc.

Most of the data collected by these agencies are structured in nature but the big issue is that the data remain unharmonized with no centralized platform. Citizens are made to provide the same information at different times to different agencies causing lots of time wastages and duplications.

Though according to records, the existing Bank Verification Number (BVN) database in Nigeria has captured just about 25 per cent of the population, which are largely citizens with bank accounts, leaving a large chunk of the population who are unbanked.

Besides, only 42 million of the 200 million population are also captured in the country’s National Identity Database, the National Identity Management Commission (NIMC), according to the Director-General of NIMC, Aliyu Aziz.

The DG further asserts that the enrolment of people into the National identity Database, the commission was only able to successfully harmonize 14 million BVNs with National Identity Numbers (NIN) nationwide.

Consequently, a broader, consolidated, and harmonized national data management platform is necessary, which should be in line with the global best practice of data management devoid of any preference. Such a national database can also benefit from periodic reviews and research to guarantee relevance, reliability, and utility at any time.

Significant to note, most of the development and decisions in the world economies are data-driven, the pandemic has presented an opportunity to the public sectors in Africa and Nigeria, in particular, to embrace technology and data management system to aid national planning effectively.

With no enough infrastructures to manage the level of population growth in Africa, the infrastructures are likely to be overstretched without a reliable data-driven decision-making system, projections, and technological development.

The effect of the lack of this key decision-making tool is unimaginable, and the continued suffering of the majority of the population in Africa is likely to continue without it. Hence, with a good grasp of the relevant citizen data, demographics, and information, governments in Africa will be in an excellent position to drive a digital economy, achieve citizen engagements easily and also formulate enabling developmental policies that will improve e-govenance. They will also be able to measure the impact of these policies and also get aids when required from agencies like The World Bank (WB), The UK Department for International Development (DFID), The United States Agency for International Development (USAID), World Trade Organization (WTO), World Health Organization (WHO), International Monetary Fund (IMF), United Nation(UN) and its agencies among others.

The  Nigerian government and other African governments need to consider the establishment of a specialized agency “Big Data Management Authority” saddled with the responsibility of implementing the framework discussed in this piece and much more. Good luck!

How may you obtain advice or further information on the article?

Dr Timi Olubiyi is an Entrepreneurship and Small Business Management expert with a PhD in Business Administration. He is a prolific investment coach, business engineer, Chartered Member of the Chartered Institute for Securities & Investment (CISI), and a financial literacy specialist. He can be reached on the Twitter handle @drtimiolubiyi and via email: [email protected], for any questions, reactions, and comments.

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Why the Future of PR Depends on Healthier Client–Agency Partnerships

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Moliehi Molekoa Future of PR

By Moliehi Molekoa

The start of a new year often brings optimism, new strategies, and renewed ambition. However, for the public relations and reputation management industry, the past year ended not only with optimism but also with hard-earned clarity.

2025 was more than a challenging year. It was a reckoning and a stress test for operating models, procurement practices, and, most importantly, the foundation of client–agency partnerships. For the C-suite, this is not solely an agency issue.

The year revealed a more fundamental challenge: a partnership problem that, if left unaddressed, can easily erode the very reputations, trust, and resilience agencies are hired to protect. What has emerged is not disillusionment, but the need for a clearer understanding of where established ways of working no longer reflect the reality they are meant to support.

The uncomfortable truth we keep avoiding

Public relations agencies are businesses, not cost centres or expandable resources. They are not informal extensions of internal teams, lacking the protection, stability, or benefits those teams receive. They are businesses.

Yet, across markets, agencies are often expected to operate under conditions that would raise immediate concerns in any boardroom:

  • Unclear and constantly shifting scope

  • Short-term contracts paired with long-term expectations

  • Sixty-, ninety-, even 120-day payment terms

  • Procurement-led pricing pressure divorced from delivery realities

  • Pitch processes that consume months of senior talent time, often with no feedback, timelines, or accountability

If these conditions would concern you within your own organisation, they should also concern you regarding the partner responsible for your reputation.

Growth on paper, pressure in practice

On the surface, the industry appears healthy. Global market valuations continue to rise. Demand for reputation management, stakeholder engagement, crisis preparedness, and strategic counsel has never been higher.

However, beneath this top-line growth lies the uncomfortable reality: fewer than half of agencies expect meaningful profit growth, even as workloads increase and expectations rise.

This disconnect is significant. It indicates an industry being asked to deliver more across additional platforms, at greater speed, with deeper insight, and with higher risk exposure, all while absorbing increased commercial uncertainty.

For African agencies in particular, this pressure is intensified by factors such as volatile currencies, rising talent costs, fragile data infrastructure, and procurement models adopted from economies with fundamentally different conditions. This is not a complaint. It is reality.

This pressure is not one-sided. Many clients face constraints ranging from procurement mandates and short-term cost controls to internal capacity gaps, which increasingly shift responsibility outward. But pressure transfer is not the same as partnership, and left unmanaged, it creates long-term risk for both parties.

The pitching problem no one wants to own

Agencies are not anti-competition. Pitches sharpen thinking and drive excellence. What agencies increasingly challenge is how pitching is done.

Across markets, agencies participate in dozens of pitches each year, with success rates well below 20%. Senior leaders frequently invest unpaid hours, often with limited information, tight timelines, and evaluation criteria that prioritise cost over value.

And then, too often, dead silence, no feedback, no communication about delays, and a lack of decency in providing detailed feedback on the decision drivers.

In any other supplier relationship, this would not meet basic governance standards. In a profession built on intellectual capital, it suggests that expertise is undervalued.

This is also where independent pitch consultants become increasingly important and valuable if clients choose this route to help facilitate their pitch process. Their role in the process is not to advocate for agencies but to act as neutral custodians of fairness, realism, and governance. When used well, they help clients align ambition with timelines, scope, and budget, and ensure transparency and feedback that ultimately lead to better decision-making.

“More for less” is not a strategy

A particularly damaging expectation is the belief that agencies can sustainably deliver enterprise-level outcomes on limited budgets, often while dedicating nearly full-time senior resources. This is not efficiency. It is misalignment.

No executive would expect a business unit to thrive while under-resourced, overexposed, and cash-constrained. Yet agencies are often required to operate under these conditions while remaining accountable for outcomes that affect market confidence, stakeholder trust, and brand equity.

Here is a friendly reminder: reputation management is not a commodity. It is risk management.

It is value creation. It also requires investment that matches its significance.

A necessary reset

As leadership teams plan for growth, resilience, and relevance, there is both an opportunity and a responsibility to reset how agency partnerships are structured.

That reset looks like:

  • Contracts that balance flexibility and sustainability

  • Payment terms that reflect mutual dependency

  • Pitch processes that respect time, talent, and transparency for all parties

  • Scopes that align ambition with available budgets

  • Relationships based on professional parity rather than power imbalance

This reset also requires discipline on the agency side – clearer articulation of value, sharper scoping, and greater transparency about how senior expertise is deployed. Partnership is not protectionism; it is mutual accountability.

The Leadership Question That Matters

The question for the C-suite is quite simple:

If your agency mirrored your internal standards of governance, fairness, and accountability, would you still be comfortable with how the relationship is structured?

If the answer is no, then change is not only necessary but also strategic. Because strong brands are built on strong partnerships. Strong partnerships endure only when both sides are recognised, respected, and resourced as businesses in their own right.

The agencies that succeed and the brands that truly thrive will be those that recognise this early and act deliberately.

Moliehi Molekoa is the Managing Director of Magna Carta Reputation Management Consultants and PRISA Board Member

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Directing the Dual Workforce in the Age of AI Agents

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Linda Saunders Trusted AI

By Linda Saunders

We will be the last generation to work with all-human workforces. This is not a provocative soundbite but a statement of fact, one that signals a fundamental shift in how organisations operate and what leadership now demands. The challenge facing today’s leaders is not simply adopting new technology but architecting an entirely new operating model where humans and autonomous AI agents work in concert.

According to Salesforce 2025 CEO research, 99% of CEOs say they are prepared to integrate digital labor into their business, yet only 51% feel fully prepared to do so. This gap between awareness and readiness reveals the central tension of this moment: we recognise the transformation ahead but lack established frameworks for navigating it. The question is no longer whether AI agents will reshape work, but whether leaders can develop the new capabilities required to direct this dual workforce effectively.

The scale of change is already visible in the data. According to the latest CIO trends, AI implementation has surged 282% year over year, jumping from 11% to 42% of organisations deploying AI at scale. Meanwhile, the IDC estimates that digital labour will generate a global economic impact of $13 trillion by 2030, with their research suggesting that agentic AI tools could enhance productivity by taking on the equivalent of almost 23% of a full-time employee’s weekly workload.

With the majority of CEOs acknowledging that digital labor will transform their company structure entirely, and that implementing agents is critical for competing in today’s economic climate, the reality is that transformation is not coming, it’s already here, and it requires a fundamental change to the way we approach leadership.

The Director of the Dual Workforce

Traditional management models, built on hierarchies of human workers executing tasks under supervision, were designed for a different era. What is needed now might be called the Director of the dual workforce, a leader whose mandate is not to execute every task but to architect and oversee effective collaboration between human teams and autonomous digital labor. This role is governed by five core principles that define how AI agents should be structured, deployed and optimised within organisations.

Structure forms the foundation. Just as organisational charts define human roles and reporting lines, leaders must design clear frameworks for AI agents, defining their scope, establishing mandates and setting boundaries for their operation. This is particularly challenging given that the average enterprise uses 897 applications, only 29% of which are connected. Leaders must create coherent structures within fragmented technology landscapes as a strong data foundation is the most critical factor for successful AI implementation. Without proper structure, agents risk operating in silos or creating new inefficiencies rather than resolving existing ones.

Oversight translates structure into accountability. Leaders must establish clear performance metrics and conduct regular reviews of their digital workforce, applying the same rigour they bring to managing human teams. This becomes essential as organisations scale beyond pilot projects and we’ve seen a significant increase in companies moving from pilot to production, indicating that the shift from experimentation to operational deployment is accelerating. It’s also clear that structured approaches to agent deployment can deliver return on investment substantially faster than do-it-yourself methods whilst reducing costs, but only when proper oversight mechanisms are in place.

To ensure agents learn from trusted data and behave as intended before deployment, training and testing is required. Leaders bear responsibility for curating the knowledge base agents access and rigorously testing their behaviour before release. This addresses a critical challenge: leaders believe their most valuable insights are trapped in roughly 19% of company data that remains siloed. The quality of training directly impacts performance and properly trained agents can achieve 75% higher accuracy than those deployed without rigorous preparation.

Additionally, strategy determines where and how to deploy agent resources for competitive advantage. This requires identifying high-value, repetitive or complex processes where AI augmentation drives meaningful impact. Early adoption patterns reveal clear trends: according to the Salesforce Agentic Enterprise Index tracking the first half of 2025, organisations saw a 119% increase in agents created, with top use cases spanning sales, service and internal business operations. The same research shows employees are engaging with AI agents 65% more frequently, and conversations are running 35% longer, suggesting that strategic deployment is finding genuine utility rather than novelty value.

The critical role of observability

The fifth principle, to observe and track, has emerged as perhaps the most critical enabler for scaling AI deployments safely. This requires real-time visibility into agent behaviour and performance, creating transparency that builds trust and enables rapid optimisation.

Given the surge in AI implementation, leaders need unified views of their AI operations to scale securely. Success hinges on seamless integration into core systems rather than isolated projects, and agentic AI demands new skills, with the top three in demand being leadership, storytelling and change management. The ability to observe and track agent performance is what makes this integration possible, allowing leaders to identify issues quickly, demonstrate accountability and make informed decisions about scaling.

The shift towards dual workforce management is already reshaping executive priorities and relationships. CIOs now partner more closely with CEOs than any other C-suite peer, reflecting their changing and central role in technology-driven strategy. Meanwhile, recent CHRO research found that 80% of Chief Human Resources Officers believe that within five years, most workforces will combine humans and AI agents, with expected productivity gains of 30% and labour cost reductions of 19%. The financial perspective has also clearly shifted dramatically, with CFOs moving away from cautious experimentation toward actively integrating AI agents into how they assess value, measure return on investment, and define broader business outcomes.

Leading the transition

The current generation of leaders are the crucial architects who must design and lead this transition. The role of director of the dual workforce is not aspirational but necessary, grounded in principles that govern effective agent deployment. Success requires moving beyond viewing AI as a technical initiative to understanding it as an organisational transformation that touches every aspect of operations, from workflow design to performance management to strategic planning.

This transformation also demands new capabilities from leaders themselves. The skills that defined effective management in all-human workforces remain important but are no longer sufficient. Leaders must develop fluency in understanding agent capabilities and limitations, learn to design workflows that optimally divide labor between humans and machines, and cultivate the ability to measure and optimise performance across both types of workers. They must also navigate the human dimensions of this transition, helping employees understand how their roles evolve, ensuring that the benefits of productivity gains are distributed fairly, and maintaining organisational cultures that value human judgement and creativity even as routine tasks migrate to digital labor.

The responsibility to direct what comes next, to architect systems where human creativity, judgement and relationship-building combine with the scalability, consistency and analytical power of AI agents, rests with today’s leaders. The organisations that thrive will be those whose directors embrace this mandate, developing the structures, oversight mechanisms, training protocols, strategic frameworks and observability systems that allow dual workforces to deliver on their considerable promise.

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Energy Transition: Will Nigeria Go Green Only To Go Broke?

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energy transition plan

By Isah Kamisu Madachi

Nigeria has been preparing for a sustainable future beyond oil for years. At COP26 in the UK, the country announced its commitment to carbon neutrality by 2060. Shortly after the event, the Energy Transition Plan (ETP) was unveiled, the Climate Change Act 2021 was passed and signed into law, and an Energy Transition Office was created for the implementations. These were impressive efforts, and they truly speak highly of the seriousness of the federal government. However, beyond climate change stress, there’s an angle to look at this issue, because in practice, an important question in this conversation that needs to be answered is: how exactly will Nigeria’s economy be when oil finally stops paying the bills?

For decades, oil has been the backbone of public finance in Nigeria. It funds budgets, stabilises foreign exchange, supports states through monthly FAAC allocations, and quietly props up the naira. Even when production falls or prices fluctuate, the optimism has always been that oil will somehow carry Nigeria through the storms. It is even boldly acknowledged in the available policy document of the energy transition plan that global fossil fuel demand will decline. But it does not fully confront what that decline means for a country of roughly 230 million people whose economy is still largely structured around oil dollars.

Energy transition is often discussed from the angle of the emissions issue alone. However, for Nigeria, it is first an economic survival issue. Evidence already confirms that oil now contributes less to GDP than it used to, but it remains central to government revenue and foreign exchange earnings. When oil revenues drop, the effects are felt in budget shortfalls, rising debt, currency pressure, and inflation. Nigerians experienced this reality during periods of oil price crashes, from 2014 to the pandemic shock.

The Energy Transition Plan promises to lift 100 million Nigerians out of poverty, expand energy access, preserve jobs, and lead a fair transition in Africa. These are necessary goals for a future beyond fossil fuels. But this bold ambition alone does not replace revenue. If oil earnings shrink faster than alternative sources grow, the transition risks deepening fiscal stress rather than easing it. Without a clear post-oil revenue strategy tied directly to the transition, Nigeria may end up cleaner with the net-zero goals achieved, but poorer.

Jobs need to be considered, too. The plan recognises that employment in the oil sector will decline over time. What should be taken into consideration is where large-scale employment will come from. Renewable energy, of course, creates jobs, but not automatically, and not at the scale oil-related value chains once supported, unless deliberately designed to do so. Solar panels assembled abroad and imported into Nigeria will hardly replace lost oil jobs. Local manufacturing, large-scale skills development, and industrial policy are what make the difference, yet these remain weak links in Nigeria’s transition conversation.

The same problem is glaringly present in public finance. States that depend heavily on oil-derived allocations are already struggling to pay salaries, though with improvement after fuel subsidy removal. A future with less oil revenue will only worsen this unless states are supported to proactively build formidably productive local economies. Energy transition, if disconnected from economic diversification, could unintentionally widen inequality between regions and states and also exacerbate dependence on internal and external borrowing.

There is also the foreign exchange question. Oil export is still Nigeria’s main source of dollars. As global demand shifts and revenues decline, pressure on the naira will likely intensify unless non-oil exports rise in a dramatically meaningful way. However, Nigeria’s non-oil export base remains very narrow. Agriculture, solid minerals, manufacturing, and services are often mentioned, but rarely aligned with the Energy Transition Plan in a concrete and measurable way.

The core issue here is not about Nigeria wanting to transition, but that it wants to transition without rethinking how the economy earns, spends, and survives. Clean energy will not automatically fix public finance, stabilise the currency, or replace lost oil income and jobs. Those outcomes require deliberate and strategic economic choices that go beyond power generation and meeting emissions targets. Otherwise, the country will be walking into a future where oil is no longer dependable, yet nothing else has been built strongly enough to pay the bills as oil did.

Isah Kamisu Madachi is a policy analyst and development practitioner. He writes from Abuja and can be reached via [email protected]

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