Friday, June 26, 2026

Home School Moms and the Labor Force Participation Rate Conundrum

Let's take a look at a mother working at home while also homeschooling her two young children. One child is drawing polka-dotted cats, while the toddler holds a plush kitty, and the mother is surrounded by signs of both education and entrepreneurship: books, school materials, a laptop, branding notes, and web pages for a bookstore, coffee shop, and cattery.

Economically, the scene raises an important question: is she in the labor force? If she is earning income through a home-based web business, helping manage online retail, or developing web presence for small businesses, then she is participating in paid labor. At the same time, she is also doing unpaid work as a caregiver, teacher, household manager, and curriculum organizer.

https://youtu.be/gz5qHGL8XMQ


The graphic also reminds us that official labor statistics do not always capture the full value of women’s work, especially when that work takes place in the home. Homeschooling, childcare, emotional labor, scheduling, tutoring, and business development may all happen in the same room, sometimes at the same time, but only some of that activity may appear as measurable income.

The key takeaway is that women’s economic contributions can be difficult to measure when paid and unpaid labor overlap. In today’s web-based economy, however, flexibility, creativity, responsiveness, and digital skills allow many women to carve out a niche for themselves, combining caregiving responsibilities with entrepreneurial work that supports families, local businesses, and new forms of economic participation.

Sunday, June 21, 2026

Supply and Demand Shifts during a Zombie Apocalypse in a Beach Resort Town

Let's explore a macroeconomics scenario set during a zombie apocalypse in a beach resort town. The setting is a once-busy vacation destination, with beaches, miniature golf courses, pizza places, boardwalk attractions, and gelato shops now overrun by chaos.

The zombies are shuffling toward places where they can reliably find crowds of people — and therefore, in the logic of the scenario, “fresh brains to munch on.” This creates a vivid way to think about how consumer behavior changes during a crisis. Instead of focusing on leisure and tourism, people suddenly become much more interested in safety, escape, and survival. The imagery of panicked tourists, overwhelmed businesses, and zombies converging on popular attractions helps illustrate how an external shock can completely transform normal patterns of economic activity.

https://youtu.be/nNhjrWDVYJs 


The slide also shows how demand shifts during an emergency. In ordinary times, a beach town might see strong demand for pizza, mini golf, boardwalk treats, and other recreational services. But when zombies appear, demand surges for barriers, fencing, helmets, security services, and even experimental deterrents — such as blasting Bach and Mozart if people believe the music annoys zombies. 

This is a playful example of demand shifting to the right for goods and services associated with protection and survival. The slide uses the idea of “anti-zombie” strategies to make a serious economic point: when fear and risk rise, consumers reallocate spending toward whatever they think will help keep them safe. Even if some solutions are unconventional or unproven, people may still rush to buy them if they believe there is a chance they will work. 

 At the same time, the slide demonstrates supply problems and labor shortages. As much of the labor force flees the zombies, local businesses can no longer operate normally. Restaurants, resorts, mini golf businesses, shops, and boardwalk vendors may cut hours, reduce services, or close altogether. 

This is shown through the “supply shifts left” idea: fewer available workers means fewer goods and services can be provided. The result is a reduced supply of local services and rising prices for whatever remains available. This is why the slide includes “Help Wanted” signs — in a crisis, some employers may become desperate to hire anyone willing to stay, which can drive wages upward. In macroeconomic terms, the labor supply falls, and businesses must compete harder for scarce workers. 

 Overall, the slide is a creative illustration of supply and demand interacting under extreme conditions. Demand rises for protection-related goods, supply falls for normal local services, and labor shortages create additional disruptions across the economy. Prices increase in some areas, output falls in others, and the entire local market becomes unstable. 

The zombie-apocalypse theme makes the lesson memorable, but the underlying economics is very real: when a major shock changes people’s priorities and limits the ability of businesses to operate, both supply and demand can shift dramatically. The slide uses humor — from brain-hungry zombies to Bach-and-Mozart deterrents and emergency help-wanted signs — to show that macroeconomics helps explain how communities respond when normal life is suddenly turned upside down.

Thursday, June 18, 2026

Hoarding as a Hedge Against Inflation

Let's explore a serious macroeconomic idea: when people expect inflation, they often change their behavior in ways that go far beyond simply complaining about higher prices. Inflation reduces purchasing power, which means the same amount of money buys fewer goods and services over time. 

As a result, people start looking for ways to preserve value, avoid future price increases, or stock up on items they believe may become more expensive or harder to find. In the “Hoarder’s Guide to Hedging Against Inflation,” the two case studies — the Book Hoarder and the Collectibles Hoarder — show how inflation can shape not only markets, but also household decision-making, emotions, and everyday habits. 



 The first case study, the Book Hoarder, reflects the idea that people may respond to inflation by buying durable goods now rather than waiting until prices rise later. If someone believes that paper, printing, and shipping costs will continue to increase, then a used book that costs fifty cents today may feel like a bargain compared with what a similar book might cost in the future. The graphic imagines a full room lined with library-style shelves, packed with old textbooks, classics, and bargain-bin treasures, all collected under the logic that books could someday be rarer, more expensive, or even less available in physical form. From a macroeconomic perspective, this is a reactionary behavior tied to expectations: the person is responding today because of what they think prices and availability will look like tomorrow. 

 There is also a second layer to the Book Hoarder example: inflation does not just affect prices, it can also intensify concerns about scarcity and substitution. If more reading moves online, printed books may gain a kind of niche value, especially for people who prefer physical media or worry about losing access to material behind paywalls, subscriptions, or disappearing digital platforms. That is why the graphic works so well when it shows old textbooks, classics, and “under $1 finds” stacked everywhere like treasure. In real life, people really do behave this way — they fill basements with canning jars, buy extra printer ink, or grab discounted school supplies “for later.” The quirky difference here is that instead of stockpiling toilet paper or canned soup, the hoarder is stockpiling Dickens, chemistry textbooks, and random forgotten paperbacks because “good deals are forever.” 

 The second case study, the Collectibles Hoarder, focuses on a different but equally realistic inflation response: buying and holding nostalgic goods that may increase in value because of scarcity, memory, and collector demand. Here the graphic imagines toys and memorabilia from the 1990s and earlier — Barbie dolls, Pokémon collectibles, scout uniforms and pins, patches, lunchboxes, dolls, trading cards, and Tandy leather kits — as a kind of informal hedge. 

The logic is that inflation raises prices generally, but certain older items may rise even faster if they also become desirable collectibles. In economics, this is not a guaranteed investment strategy, but it does reflect how people often respond when they lose confidence in cash as a store of value: they start putting money into “stuff” they think other people will want later. What makes this second case especially memorable is that it captures how inflation can blend with psychology. Nostalgia can create demand in ways that are not purely rational or easy to predict. A box of old patches, a Camp Fire Girls uniform, or a slightly battered leathercraft kit may suddenly feel important because it connects to identity, childhood, or a vanished era. 

In real life, people hunt estate sales for old Pyrex, spend surprising amounts on first-edition Goosebumps, and argue online about whether unopened Barbie dolls should stay in the box forever. The graphic leans into that quirky behavior in a fun way: today’s clutter becomes tomorrow’s “valuable archive,” and ordinary collectibles become part economics lesson, part time capsule. Taken together, the two case studies show that inflation often changes behavior long before it changes every price tag in the same way. People react to expected inflation by stockpiling, substituting, bargain-hunting, and searching for stores of value outside of cash. 

Some responses are practical, some are emotional, and some are a little eccentric — but all of them reflect the same underlying macroeconomic reality: when people fear that money will buy less in the future, they try to act now. That is the key lesson of the graphic. Inflation does not just push prices upward; it also influences expectations, priorities, and the strange but very human behaviors that emerge when people decide that maybe the path to financial resilience runs through a wall of bookshelves and a closet full of 1990s memorabilia.

Saturday, June 06, 2026

Geological Intelligence Report

Iodine Brine Infrastructure
Monitoring Plan

Northwest Oklahoma · Woodward Trench · Morrow Formation · Anadarko Basin
Prepared: June 2026 3 Producers Tracked 5 Drilling Watch Zones Sources: USGS · OCC · Iofina · OGS

1. Geological Context

The Woodward Trench is a Lower Pennsylvanian (Morrowan) paleovalley running approximately 70 miles from southeast of Vici, Oklahoma to the Kansas border, oriented SW–NE. It is 1–2 miles wide and hosts the world's highest-concentration iodine brines in any commercially producible formation. The iodine's origin is traced to the Woodford Shale, which contains uranium-bearing organic material (Type II kerogen, brown algae, marine organisms). Fissogenic iodine-129 from 238U decay has been confirmed as a primary source.

Key mechanism: Processed brine effluent is reinjected into the Morrow formation downgradient from producing wells, creating a hydraulic displacement that continuously pushes iodine-rich brine toward production wells — sustaining yields over decades.
Formation Avg I₂ (ppm) Peak I₂ (ppm) Depth (ft) Permeability Commercial?
Mississippian limestone ~500 1,560 5,000–8,000 Low Limited
Morrow Sand (Pennsylvanian) 300–350 700 7,000–13,000 High Primary ✓
Mississippi Lime (N. OK) 80–150 200 4,000–7,000 Moderate Iofina SWD
Woodford Shale (source) 10,000–18,000 Very low Source only

2. Active Producer Profiles

Iofina Resources
AIM: IOF · Founded 2012 in OK
Active Plants8 IOsorb® plants
NW Oklahoma5 plants
Central Oklahoma3 plants
Brine capacity10k–100k+ bbl/day
H1 2025 growth↑ +11% YoY
StrategySWD-collocated
Iochem Corporation
Vici, OK · Founded 1987
Production wells16+ active
Injection wells6
Leasehold~25,000 acres
Brine I₂ conc.500–700 ppm
Well depth10,000–12,000 ft
StrategyDedicated brine wells
Woodward Iodine Corp.
Woodward, OK · Founded 1977 · ISE Chemicals (JP)
Producing wells10
CountiesWoodward + Harper
Capacity~800 t/year
Brine I₂ conc.300–500 ppm
Well depth7,000–13,000 ft
DistributorMitsubishi International

Woodward Iodine — Named Wells (OCC Records)

Well Name API Number County
GUTHRIE 153-227167-0-0000 Woodward
HARRISON 3-1 153-204359-0-0000 Woodward
IRWIN 24-1H 153-124973-0-0000 Woodward
MARTHA 153-226226-0-0000 Woodward
OLDHAM 1-22 153-224890-0-0000 Woodward
PEACH 1-24 153-125763-0-0000 Woodward
ROPER 153-226227-0-0000 Woodward
SHAW 153-226228-0-0000 Woodward
ELSON #1 059-086050-0-0000 Harper
W.I.F. WELL #13,14,15,18 059-053190-0-1788 Harper

3. Horizontal Drilling Watch Zones

New horizontal wells co-produce large volumes of formation brine routed to saltwater disposal (SWD) sites — exactly where Iofina's IOsorb® plants intercept iodine. Increasing horizontal activity therefore directly expands available brine supply.

County Activity Wells (Feb 2026) Relevance to Iodine
Woods County HIGH Very active 4,800+ Iofina NW core · SWD expansion zone
Major County MED Active 6,000+ Highest county well count; Mississippi Lime brine feed
Alfalfa County MED Active 4,000+ Iofina IO#1 & IO#5 original core (est. 2012)
Harper County EXPANDING Growing Active (181k MCF/mo) Near Woodward Iodine well leases; new brine intercepts possible
Woodward County STABLE Steady 3,900 Key reinjection zone; limited new horizontals

4. Brine Volume Growth Estimates

Iofina Resources — NW Oklahoma (IO#1–IO#5)

Scenario Brine Volume Growth Notes Projected I₂ Uplift
Base (current) 75,000–150,000 bbl/day combined 5 plants operating ~250–350 t/year NW OK
+1 new SWD partner +15,000–30,000 bbl/day New Hz driller in Woods/Alfalfa signs SWD deal +50–100 t/year
High (Hz boom) +30,000–60,000 bbl/day Multiple new Hz wells in 6-month window +100–150 t/year
IO#12 (projected) +50,000+ bbl/day NW OK or Permian Basin expansion +100–150 t/year

Iochem — Vici / Dewey County

Scenario Brine Volume Growth Notes Projected I₂ Uplift
Base (current) 5,000–15,000 bbl/day 16 dedicated wells; closed-loop system ~250–400 t/year
Infill wells (1–2) +2,000–5,000 bbl/day Within 25,000-acre leasehold +15–40 t/year
Acreage expansion +5,000–10,000 bbl/day New leasehold adjacent to Vici core +40–80 t/year
No new drilling Flat Mature system; reinjection sustains pressure Flat

Woodward Iodine Corp. — Woodward & Harper Counties

Scenario Brine Volume Growth Notes Projected I₂ Uplift
Base (current) 3,000–8,000 bbl/day 10 wells; fixed lease system ~200–300 t/year
Reactivation of idle wells +1,000–3,000 bbl/day Multiple numbered WIC wells in records suggest idle capacity +10–30 t/year
Harper County Hz diversion +5,000–15,000 bbl/day If Latigo or other operator routes SWD brine to WIC plant +40–100 t/year
No new permits Flat ISE Chemicals ownership; conservative capital discipline Flat

5. Monitoring Plan

Monthly Data Pulls

Data Source What to Monitor Alert Threshold
Oklahoma Corporation Commission (OCC) New drilling permits in Woodward, Dewey, Harper, Woods, Alfalfa counties Any Morrow/Mississippi Lime Hz permit within Woodward Trench corridor
OCC SWD Applications New saltwater disposal applications Any new SWD within 5 mi of existing Iofina plant footprint
Iofina RNS Announcements (AIM) New plant agreements, brine supply deals New plant announcement = brine growth signal
ShaleXP / OCC Production Data Monthly brine (produced water) volumes by operator >10% MoM increase in produced water in target counties

Proximity Scoring Model — Well-to-Plant Distance

For each new horizontal well permit, score by proximity to the nearest iodine extraction plant or SWD partner site:

10
0–2 miles from SWD/plant
High probability of new brine agreement within 12 months
6
2–5 miles
Moderate probability; likely routed to existing or new SWD
3
5–10 miles
Low-moderate; pipeline economics may limit viability
1
>10 miles
Monitor only; long-haul trucking or pipeline required

6. Producer Comparison Summary

Factor Iofina Resources Iochem Corp. Woodward Iodine
Founded (OK ops) 2012 1987 1977
Parent Iofina plc (AIM: IOF, UK) Japanese consortium ISE Chemicals (JP)
Active infrastructure 8 SWD-collocated plants 16+ dedicated brine wells 10 dedicated brine wells
Counties Alfalfa, Woods, Major, Central OK Dewey (Vici) Woodward, Harper
Avg brine ppm 100–350 (oilfield mix) 500–700 (core trench) 300–500
H1 2025 trajectory +11% YoY Not disclosed Not disclosed
Hz drill exposure HIGH (direct SWD link) LOW (dedicated system) MEDIUM (Harper exposure)
Monitoring priority Highest Moderate Moderate
Iodine Brine Infrastructure Monitoring Plan — NW Oklahoma

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