Managing Corruption Through Transactional Incentives-Disincentives

 Corruption is, unfortunately, a recurring part of human society. We may not always recognize it, but from an economic perspective, corruption often becomes embedded in the cost of goods, services, and public administration. In some places the hidden cost may be less than one percent, while in others it may be substantial. The extent of corruption depends on a society's institutions, incentives, policies, and shared values.

(Illustrative Only) 

Joe demonstrates to
his party guests
the parlor trick
highlighting how 
easy it is to get 
favors when people
neglect anchoring values
passed on through 
the generations. 

Each person must decide what is 
important to them. 

Pick the best and brightest
and not the most connected.

Reducing corruption is important because it weakens trust, undermines social cohesion, and erodes the values that allow communities to thrive. Individuals who engage in corruption are typically responding to incentives, while others may knowingly or unknowingly create opportunities that encourage corrupt behavior. In this sense, corruption is fundamentally about transactions. Every interaction, exchange of money, favor, or decision involves a transaction. When those transactions are transparent, ethical, and mutually beneficial, in alignment with certain societal values they create value for individuals and society. When they are manipulated for personal gain, they impose hidden costs on everyone. Corruption functions like an invisible tax, reducing efficiency, fairness, and public confidence.

Because of these hidden costs, institutions must strive to operate with integrity. As we explore the Allegory of the Clan, modeled after Plato's Allegory of the Cave, we see how greater understanding reveals patterns that were previously hidden. In this learning example, corruption influences decision-making, while fundamental principles such as human rights, freedom of speech, and freedom of religion are not consistently respected. The result is a society that experiences a net loss rather than a collective gain.

Each character in the allegory must decide which values are most important. By the conclusion of the story, the corruption is addressed and many of the harmful practices are reversed. However, this change does not occur overnight, nor is it driven solely by every individual embracing higher ideals. Instead, change occurs because enough people value integrity, while social institutions and incentives evolve to make corruption less rewarding and ethical behavior more advantageous. As accountability increases, practices such as protecting wrongdoing, blaming victims, or rewarding unethical conduct become more difficult to sustain.

This perspective aligns with research showing that reducing corruption requires more than punishing individual offenders. It also requires strengthening institutions, improving transparency, aligning incentives with ethical behavior, and fostering a culture where integrity is rewarded. By understanding corruption as both an individual and systemic challenge, we gain a clearer picture of how societies can reduce its influence and create stronger, more trustworthy institutions. Normalization of corruption should be discouraged.

There are greater responsibilities then self gain.......

What you leave behind is not what is engraved in stone monuments, but what is woven into the lives of others." — Pericles

*The Allegory of the clan is a philosophical thought experiment for learning purposes so take with a grain of salt. 

Seven Steps to Control Corruption: An Evidence-Based Road Map

• Corruption should be viewed as a systemic governance problem rather than simply a collection of individual illegal acts, requiring reforms that address institutions and incentives.
• Effective anti-corruption strategies begin with diagnosing whether corruption is the norm or the exception, allowing governments to tailor reforms to their specific institutional context.
• Sustainable reform depends on strengthening domestic institutions, civil society, transparency, judicial independence, and accountability rather than relying solely on external pressure or legal enforcement.
• The author argues that corruption is best controlled by reducing opportunities for abuse while increasing legal, political, and social constraints through public integrity systems.
• International donors should coordinate long-term support with local reformers, focusing on evidence-based policies that empower domestic actors to build lasting ethical governance.

Mungiu-Pippidi, A. (2018). Seven steps to control of corruption: The road map. Dædalus, 147(3), 20–34. https://doi.org/10.1162/daed_a_00500

Golf Balls, Fish Memos, and Fitness: Spear Fishing Adventures

 Someone gave me a tip about a creek where you can literally park your car, walk into the water, and start exploring. That sounded promising, so the next day I grabbed my camera, geared up, and headed out.

(Illustrative Only)

Whiefish

Well...let's just say the fish must have gotten the memo that I was coming.

The spot was fantastic for swimming, but as an underwater sightseeing destination, it was about as exciting as watching paint dry. There were a couple of rock beds, a little vegetation, and enough fish habitat to make you think, "Maybe there's something here..." But after swimming around for a while, I think the fish were all attending a meeting somewhere else.

I did learn something helpful from one of our local resource officers. Since spearfishing is only allowed on the south side of the Ford River, I started looking across the river and thinking, "That side actually looks a whole lot fishier." Apparently, the river is fairly shallow, so one of these days I may just wade or swim across with my gear like some budget version of Jacques Cousteau.

The other side has overhanging branches, submerged cover, and all the things fish seem to put on their real estate wish list. Even if I don't spearfish there right away, it looks like a great place to scout. Once I figure out where the fish are hiding, I might bring my little retractable fishing rod and see if they're willing to cooperate. If they are of the right species perhaps the spear.

7 golf balls on the bottom.

Speaking of discoveries, I found something today...just not fish.

Golf balls.

Lots of golf balls.

Apparently, I accidentally discovered the spawning grounds of the Titleist. Before long, I had golf balls stuffed in every available pocket of my wetsuit. I probably looked less like a spearfisherman and more like I had lost a bet at a miniature golf course. That's when I realized I really need a mesh dive bag. It's a lot more professional than using your wetsuit as an underwater cargo van.

One thing is certain, though. Whether you catch fish or just collect enough golf balls to open your own driving range, you're getting an incredible workout. I easily spend 40 minutes swimming, kicking, diving, surfacing, and exploring. By the time I'm done, I've burned a lot of calories—and I never once had to step on a treadmill.

That's one of the best parts about spearfishing. Even if the fish refuse to participate, you still get fresh air, time in nature, underwater adventure, and a solid workout. Some people pay good money for a gym membership. I just chase invisible fish around the lake until I'm exhausted.

As a certified fitness trainer, I appreciate activities that don't feel like exercise but still get you into great shape. If you'd like help improving your fitness, swimming endurance, or overall conditioning, send me a message using the link to the right or the email below. Just don't ask me where the fish are yet—I can tell you exactly where to find golf balls.

Spearfishing and Public Health Promotion: A Cross-Sectional Analysis of the Hawai'i Behavioral Risk Factor Surveillance System Survey

• The study analyzed data from 12,737 adults in Hawai'i to determine the prevalence of lifetime spearfishing participation and its relationship to health and demographic characteristics.
• Approximately 25% of respondents reported participating in spearfishing at some point in their lives, with the highest participation rates among men, Native Hawaiians, other Pacific Islanders, and residents of rural islands.
• Individuals with a high school education or less were more likely to have participated in spearfishing than those with higher educational attainment.
• Spearfishing participation was significantly associated with meeting recommended physical activity guidelines, suggesting it may contribute to healthier lifestyles.
• The authors conclude that supporting culturally meaningful activities such as spearfishing represents a strength-based public health strategy that can promote physical activity, social connection, and community well-being.

Hansen, L., Wu, Y. Y., Sentell, T. L., Thompson, M., St John, T. L., Schmid, S., & Pirkle, C. M. (2025). Spearfishing and public health promotion: A cross-sectional analysis of the Hawai'i Behavioral Risk Factor Surveillance System Survey. PLOS ONE, 20(3), e0319169. https://doi.org/10.1371/journal.pone.0319169

US Leading eaconomic Index-May 2026-LEI UP, Decline Has Moderated, Slower Growth Ahead (Economic Metrics)

Reviewing the major economic indicators helps you identify broader trends in the economy. As you read more reports and follow different sources, you'll notice that some indicators, such as the Leading Economic Index (LEI), provide a broad view of overall economic conditions, while others focus on specific industries or narrower aspects of the economy.

(Illustrative Only)

Janice lives out in the woods
in Rapid River in her
hut. She likes to 
forecast the market
and create economic models
like complex puzzles. 

It is windy today
after the rain. 

Perpetual Sustainable
Development

GDP Projection Example 

Over time, you begin to develop a more complete understanding of how these indicators fit together. Major events, such as the COVID-19 pandemic, can cause significant short-term disruptions, but economies generally move toward a new equilibrium until the next major event occurs. By following these patterns, it becomes easier to recognize the cycles of economic growth, slowdown, and recovery.

It's also worth paying attention when smaller or less commonly used indicators begin telling a different story than the larger, widely followed metrics. Those disconnects can be valuable because they may signal that different parts of the economy are behaving differently or that emerging trends have not yet been reflected in the broader data. From a research perspective, those differences are worth investigating rather than dismissing.

Overall, reading broadly and monitoring a variety of economic indicators suggests that, at least in the near term, the economy appears relatively stable.

U.S. Leading Economic Index (LEI) – May 2026

• The U.S. Leading Economic Index (LEI) increased 0.1% in May 2026, marking its second consecutive monthly gain.
• The six-month decline has moderated, suggesting economic conditions have stabilized compared to late 2025.
• Positive contributions came from financial markets and manufacturing-related indicators.
• The Conference Board expects slower but continued economic growth rather than an imminent recession.
• The LEI is designed to forecast changes in U.S. economic activity approximately six to nine months ahead. 

The Conference Board. (2026, June 18). U.S. leading indicators. https://www.conference-board.org/topics/us-leading-indicators/

"Usable" Classic Cars 2026 Market and Not All Mechanics are the Same (The Hunker Junker Chronicles)

(Illustrative Only)

Isaac realizes
that the shimmy the mechanic
said is from the tire, then the rim, 
doesn't really
have a clue what is wrong.

However, their cluelessness
costs him $$

 Working on classic cars is equal parts joy, frustration, and a long-term financial experiment. I'm currently restoring my 1985 Buick Riviera—better known as the "Gupster Gangster Wagon." (Named after a friend who originally owned the car.) It's one of those classics that actually gets driven instead of sitting under a cover. Everywhere I take it, people stop to admire it. Of course, they don't see the growing stack of repair receipts in the glove box.

The car still needs the Landau roof redone (I did a bad job trying to do it but it cost me $30 so it looks better then it did and if I spend $50 I can do a better job next time. You learn by doing.), a fresh paint job, and a few cosmetic touches, but mechanically it's getting there... one repair bill at a time.

One thing I've learned is that not all mechanics are created equal. Some charge a little more and fix exactly what needs fixing. Others charge a little less and somehow manage to repair everything except the actual problem.

I've also learned to be very specific about what I want repaired. If you simply ask them to "look it over," they'll head off on an archaeological dig, uncovering expensive "discoveries" you never knew existed.

Take my front-end shimmy, for example. The car only shakes under light acceleration at 55 mph. As soon as I let off the gas, the vibration disappears. That didn't exactly scream "bad tires" to me, but the mechanic was convinced.

"It's the tires," he said confidently.

So... four new tires later...

The shimmy was still there.

Then it became, "Well... maybe it's the rims."

Fortunately, I already had a spare set. They swapped them on and proudly announced they'd solved the problem.

Translation: "It's only shaking a little now."

In other words... still shaking.

Sometimes mechanics are absolutely right. Sometimes they're just making educated guesses with your wallet. That's why it's worth doing a little research yourself and asking questions. At the end of the day, nobody cares more about your car than you do.

Then there was the starter.

Every once in a while the Riviera refuses to start. Turn the key once... nothing. Twice... nothing. Five, six, seven, maybe ten attempts later... suddenly it fires right up like nothing ever happened.

Could it be the solenoid? The starter? A bad electrical connection? Probably.

Rather than paying someone to spend hours "diagnosing" it, I've decided to simply replace the starter. For about $350 in parts and labor, it's cheaper than paying someone to scratch their head for three hours before telling me they "think" it's the starter.

Classic car ownership teaches you an interesting lesson about money. Whatever your monthly payment would have been on a brand-new car, you'll probably end up spending something close to that keeping an old one alive. The difference is, nobody waves at your new crossover SUV at the stoplight.

The goal is simple: fix all the expensive mechanical problems first. Once those are behind you, the rest is mostly cosmetic—paint, trim, the Landau roof, and little finishing touches.

Then, when the Guppy Gangster Wagon is finally done...

You can reward yourself by buying another hunker junker and starting the whole adventure all over again.

Apparently that's how classic car owners define "fun."

Why “Usable” Classic Cars Are Leading the 2026 Market

• The classic car market is shifting away from prioritizing concours-quality restorations and factory originality toward vehicles that are reliable, practical, and enjoyable to drive on modern roads.
• Buyers increasingly value classic cars that feature discreet upgrades such as improved cooling systems, modern brakes, fuel injection, five-speed transmissions, and enhanced suspension while maintaining the vehicle's original character.
• A new generation of collectors is placing greater emphasis on driving experiences rather than preservation, favoring cars that require less maintenance and can be used regularly without sacrificing dependability.
• Modern traffic conditions, higher cruising speeds, and increased expectations for safety and reliability have made usability an important factor in determining both demand and market value for classic vehicles.
• The article concludes that the most desirable classics in today's market are those that balance authenticity with practicality, allowing owners to enjoy their vehicles rather than keeping them stored as static collectibles.

DM Historics. (2026). Why “usable” classic cars are leading the market in 2026. https://www.dmhistorics.com/journal/articles/why-usable-classic-cars-are-leading-the-2026-market/

The Cycles of Innovation and Economic Transformation

(Illustrative Only)

These two are trying
to position their 
business with the 
changes so they
can grow and expand.
Economic Platforms in History

Innovation occurs in companies, but it also occurs across industries, economies, and entire nations. There are both short-term and long-term innovation cycles. Short-term cycles involve rapid experimentation—organizations test new ideas, learn from failures, make adjustments, improve products and processes, and sometimes fail altogether. These continuous cycles of trial and adaptation drive incremental progress within every era.

Over longer periods, entirely new eras of innovation emerge. New companies develop breakthrough technologies and business models that allow them to dominate the marketplace. Over time, however, even these successful organizations become vulnerable. As markets evolve and new competitors discover more efficient ways to deliver value, established firms are disrupted. Lower costs, improved productivity, and superior innovation attract investment away from incumbent firms, allowing the next generation of companies to rise.

This recurring pattern of innovation and disruption fuels economic growth and technological advancement. While large corporations may dominate for a period, no company is permanently insulated from change. Many of today's largest organizations will eventually be acquired, reorganized, broken apart, or replaced by more adaptive competitors. Consolidation may create efficiencies in the short run, but over time excessive size and complexity can reduce organizational agility, creating opportunities for new innovators to emerge.

For economists, policymakers, and business leaders, this means decisions should not focus solely on preserving today's companies. Instead, they should consider the long-term patterns of innovation and economic development. Although no one can predict the future with certainty, history consistently demonstrates that industries evolve, dominant firms change, and new technologies reshape markets. At its core, economic progress remains driven by human creativity, entrepreneurship, and the continual pursuit of better ways to solve problems.

Source

The History of Innovation Cycles: How Waves of Technological Change Shape Economic Growth

• The article explains Joseph Schumpeter's concept of "creative destruction," where new technologies disrupt existing industries and drive long-term economic growth through recurring waves of innovation.
• It identifies six major innovation waves, beginning with water power and textiles during the Industrial Revolution and progressing through railways, electricity, automobiles, aviation, the internet, and emerging technologies such as artificial intelligence and robotics.
• Each innovation wave creates new industries, transforms labor markets, and reshapes economies while often displacing older technologies and business models.
• The article notes that dominant firms frequently emerge during each wave, gaining significant market power before the next disruptive innovation shifts competitive advantage.
• Looking ahead, the sixth wave is expected to be driven by artificial intelligence, robotics, the Internet of Things, predictive analytics, and clean technologies, accelerating automation and digital transformation across industries.

Neufeld, D. (2021, July 5). This is a visualization of the history of innovation cycles. World Economic Forum. https://www.weforum.org/stories/2021/07/this-is-a-visualization-of-the-history-of-innovation-cycles/

Downtown Development as a Catalyst for Innovation (Niles and His Mom & Dads Capital)

 

(Illustrative Only)
As a learning example, 

Nile launched his
start-up on Ludington street
and moved to the area
with mom & dads 
capital, matched with
local financing, and a good idea.
If he scales there is room 
to move to an industrial
area. Most of
his products are sold online
but he gets a lot of foot 
traffic from tourists. 
Full Bloom Delta County

Going forward, industry will always have an important place in our economy, and industrial parks will continue to play a vital role in manufacturing and large-scale business. At the same time, communities are increasingly recognizing that thriving downtowns are essential to long-term economic growth, particularly for entrepreneurs and startup businesses (Keep business cycles in mind.)

We often talk about innovation, but we do not always create the systems that allow innovation to flourish. Vibrant downtowns are one of those systems. They provide opportunities for entrepreneurs to test new ideas, launch businesses, and adapt to changing markets. Even when businesses fail—as Joseph Schumpeter's concept of creative destruction suggests—the ability to quickly replace them with new ventures is part of what drives long-term innovation and economic resilience. (Schumpeter Business Cycles Btw each of these theories has holes in them so a comprehensive theory has not been found. ).

Many successful companies begin as small, family-owned businesses operating out of a modest storefront. As they grow, some eventually expand into industrial parks, hire additional employees, and become major contributors to the local economy. That process begins by creating an environment that attracts entrepreneurs, startups, investors, and angel capital.

Communities can support this growth by making it easier to start a business. Clear regulations, accessible financing, business-friendly policies, and designated points of contact help reduce barriers for entrepreneurs. Many aspiring business owners simply do not know where to begin or who to call. Removing that uncertainty can make a significant difference in whether a business launches successfully.

Escanaba provides a good example of this opportunity. Quality of life has become an increasingly important factor for younger generations when deciding where to live and work. The area offers outstanding fishing, hiking, boating, equaestrian, skiing, and outdoor recreation, along with a revitalized downtown, new streetscape improvements, community events, and an attractive waterfront. These assets make the community increasingly appealing to entrepreneurs and remote workers alike.

However, a successful downtown cannot rely solely on the local customer base. Businesses should also be encouraged to serve tourists, supply regional anchor industries, and develop products or services that can be exported beyond the local market. Whether it is outdoor recreation equipment, specialty manufacturing, artisan products, technology services, or entirely digital businesses, expanding beyond local demand creates stronger and more sustainable economic growth.

Housing also plays an important role. Renovating upper-floor apartments, encouraging mixed-use development, and creating more downtown living opportunities help generate the foot traffic and activity that support local businesses throughout the year. Continued investment in public safety, infrastructure, partnerships, and business support services further strengthens the downtown environment.

Escanaba's downtown has already made significant progress. Construction, redevelopment, and public improvements demonstrate positive momentum. The next step is attracting more entrepreneurs and young professionals who can build businesses that not only serve local residents but also reach regional, national, and global markets.

The Brookings report below encourages communities to think beyond restoring the past and instead reimagine downtowns for the future. In today's digital economy, some of the most successful businesses may operate entirely online while maintaining a downtown presence. By combining mixed-use development, expanded housing, strong public-private partnerships, accessible financing, and a safe, welcoming environment, communities can create downtowns that become lasting engines of innovation, entrepreneurship, and economic prosperity.

How to Break the Doom Loop: Actionable Insights from the Brookings Future of Downtowns Learning Exchange

• The report argues that downtown recovery should focus on shared prosperity rather than simply restoring pre-pandemic conditions, recognizing that hybrid work and economic inequality have permanently changed urban centers.
• Brookings recommends transforming downtowns into mixed-use destinations by expanding housing, supporting adaptive reuse of outdated office buildings, and encouraging diverse economic activities beyond traditional office employment.
• Strong workforce development and equitable access to opportunity industries are emphasized as essential strategies for creating inclusive economic growth while addressing labor shortages and improving employment pathways.
• The report highlights the importance of public-private-civic partnerships, placemaking, public safety, transportation, and investments in quality of life to create downtowns where people choose to live, work, and visit.
• Rather than viewing declining office occupancy as an irreversible "doom loop," the authors argue that flexible policies, local collaboration, and innovative governance can reposition downtowns as resilient engines of regional prosperity.

Loh, T. H., & Love, H. (2024, July 22). How to break the doom loop: Actionable insights from the Brookings Future of Downtowns learning exchange. Brookings Institution. https://www.brookings.edu/articles/how-to-break-the-doom-loop-actionable-insights-from-the-brookings-future-of-downtowns-learning-exchange/

The Allegory of the Clan: From Zero-Sum Beliefs to Systemic Injustice

 Let us continue the Allegory of the Clan, a modern philosophical thought experiment modeled after Plato's Allegory of the Cave. As individuals gain greater knowledge and explore issues more deeply, they also have the opportunity to develop wisdom. One lesson from this thought experiment is the importance of continually improving our institutions so they function fairly, ethically, and effectively.

(Illustrative Only)

Most people genuinely try to do the right thing, and society is filled with well-intentioned individuals. However, when adequate checks and balances are absent, corruption, prejudice, and hatred can take root. In the allegory, insiders misuse institutions such as the courts and other positions of authority to enrich themselves while targeting minority groups. They spread rumors, fabricate stories, manipulate children, suppress freedom of speech, silence intellectuals, and violate fundamental human rights. Rather than accepting responsibility for their actions, they shift blame onto the victims—a classic example of victim blaming.

This pattern becomes especially dangerous when decision-makers share a strong in-group identity or ideological perspective that limits their willingness to challenge one another. Imagine a hypothetical society in which some people believe that only those who look like them, live like them, or share their beliefs are fully entitled to the benefits and protections of society. They dismiss people of different races, religions, or backgrounds as outsiders, regardless of their actual history or contributions. Even when evidence shows that these so-called outsiders have been part of the nation's history since its earliest beginnings, the perpetrators ignore those facts because they conflict with their worldview. Instead, they convince themselves that they alone deserve the system's benefits.

The purpose of this hypothetical and philosophical thought experiment is not to describe any one society but to explore how these dynamics might emerge, how they affect institutions, and what solutions might prevent them. Examining these ideas allows us to think critically about governance, justice, and the importance of accountability.

The research below complements this discussion by examining zero-sum beliefs. A zero-sum mindset assumes that one group's success must come at another group's expense. When people adopt this perspective, they are more likely to view outsiders as competitors rather than partners, increasing prejudice and social division. In reality, economic development and social progress are often additive rather than zero-sum. As more people contribute their knowledge, skills, and ideas, opportunities expand, creating benefits that can be shared more broadly.

In the allegory, a small number of bad actors manipulate institutions and persuade others to adopt the same zero-sum thinking. Because effective oversight and accountability are weak, these harmful beliefs spread throughout the system. The result is a toxic environment where favoritism replaces fairness, prejudice becomes normalized, and additional victims are created through negligence and institutional failure. The allegory ultimately emphasizes the importance of strong checks and balances, transparency, and accountability to ensure that institutions serve everyone fairly rather than protecting the interests of a privileged few. The whole is more important than the selfish gain of a few. 

*The Allegory of the Cave is a hypothetical, philosophical, theoretical thought experiment so take with a grain of salt. It is for learning purposes.

Investigating How High Perceived Economic Inequality Exacerbates Intergroup Competition, Zero-Sum Beliefs, and Perceived Intergroup Prejudice

• The study examined how perceptions of high economic inequality influence attitudes toward other social groups and increase feelings of prejudice.
• Across multiple studies, participants who perceived greater economic inequality were more likely to believe that resources and opportunities are limited, fostering zero-sum thinking.
• Increased zero-sum beliefs led individuals to view other groups as competitors, strengthening perceptions of intergroup conflict and prejudice.
• The findings suggest that perceived inequality affects psychological processes beyond financial concerns by reducing trust and increasing social division.
• The authors conclude that reducing perceptions of economic inequality and addressing zero-sum beliefs may help improve intergroup relations and reduce prejudice.

Lisnek, J. A., Caluori, N., Brown-Iannuzzi, J. L., & Oishi, S. (2024). Investigating how high perceived economic inequality exacerbates intergroup competition, zero-sum beliefs, and perceived intergroup prejudice. Personality and Social Psychology Bulletin. Advance online publication. https://doi.org/10.1177/01461672241234787