Basketball - Them That Has...Gets

Recently Methuen educator/Athletic Director Tom Ryan analyzed The "Wealth Effect" on athletic success in Massachusetts High Schools. 

It's nearly impossible to generate a "Wins per Dollar" number, adjusted by sport but some data is available. 

Here are his "cut and pasted findings. 

CONCLUSIONS:

Current CEM calculations fail to provide schools with higher % of low income (LI%) students a reasonable opportunity to compete for a MA State Championship. The data suggests…

1. Wealth wins. Urban Schools with a higher low income % are at a severe disadvantage.

• Top 50% Enrolled Privates & Publics with <20 LI% make up 26.64% of schools but have 63.27% of Championship Appearances

• It would take a public school with >55 LI%, on average, 30 athletic seasons to make one championship. It would take a public school with <20 LI% only 4 seasons. 

2. Vocationals schools have very little chance of competing in MIAA championships.

• Only 4 out of 34 Vocational schools have a finals appearance in the last 5 years

3. Low enrolled private schools have very little chance of competing in MIAA championships.

• 2021-2025: Bottom 50% enrolled: 7 Champs // Top 50% enrolled: 65 Champs

Prompt: analyze Massachusetts (MCAS) standardized testing relationship to community wealth (e.g. per pupil expenditure, average family income, median home price) for the past five years. 

One-paragraph summary: Yes—the data are available, but not usually as one clean “wealth vs. MCAS” table. MCAS achievement data are available from DESE/E2C back to 2017, including district, grade, subject, achievement level, scaled score, growth, and subgroup fields; DESE also publishes per-pupil spending by district, while income/home-price proxies must usually be joined from ACS/Census, DOR, Zillow, Redfin, or municipal data. The broad relationship is clear: over the past five testing years, MCAS performance has tended to be higher in wealthier communities and lower in districts with higher poverty/high-needs shares, with the post-COVID recovery especially uneven. Harvard/CEPR reporting found the poor–nonpoor achievement gap in Massachusetts about half a grade wider than in 2019, and 2025 reporting again noted that wealthier districts generally performed better.

The key caution: per-pupil expenditure alone is a weak wealth proxy. Some high-spending districts are wealthy; others spend more because they serve higher-need students, have out-of-district special education costs, small enrollment, or urban cost structures. So the strongest explanatory variables are usually family income, low-income/high-needs percentage, English learner share, parental education, housing values, and attendance—not raw spending.

In practical terms, I’d expect the pattern to look like this:

Factor	Expected relationship to MCAS
Average family/household income	Strong positive
Median home price	Positive, but proxy-heavy
Low-income/high-needs share	Strong negative
Per-pupil expenditure	Mixed/weak alone
Chronic absenteeism	Strong negative
English learner / disability share	Needs careful subgroup adjustment

Bottom line: community wealth predicts MCAS outcomes better than school spending does, but neither proves causation. The more honest statement is: Massachusetts MCAS scores reflect both school effectiveness and the unequal social capital students bring to school.

Teddy Roosevelt said, "Comparison is the thief of joy." The reality is that families and students from affluent communities are generally advantaged with respect to parental education, access to better schools and additional educational materials. 

In affluent communities, historically about ten percent of students could get extra time on standardized testing (with a doctor's note), where in the East LA barrio, not a single student got extra time. 

Prompt: An even harder question, can you break down State Championship appearances in basketball, volleyball, and hockey over the same time period relative to affluence in communities?

That is harder because MIAA tournament history is public but not packaged with Census-style affluence variables. I’ll treat “state championship appearances” as teams reaching the state final, then relate those communities to income/home values qualitatively and with a replicable method.

Yes — with a big caveat: the MIAA data exist, but the “affluence join” has to be built manually from tournament brackets plus Census/DOR/Warren Group data.

My best read:

Sport	Affluence relationship	Why
Hockey	Strongest affluence tilt	Ice time, club hockey, travel, equipment, and private-school pipelines favor wealthier communities and Catholic/private programs. 2026 finalists included Milton, King Philip, Hanover, Medfield, Pope Francis, St. John’s Shrewsbury, Canton, Tewksbury, Archbishop Williams, Methuen/Tewksbury, Littleton/Bromfield, and St. Bernard’s.
Volleyball	Moderate-to-strong affluence tilt	Suburban depth, year-round club access, and stable youth pipelines matter. 2024 girls finals included Westborough, Oliver Ames, Medfield, Weston, Brookline, Newton North, Bourne, and Whitinsville Christian — a notably suburban/affluent-heavy group.
Basketball	Weakest affluence tilt	Basketball has lower equipment barriers and more urban/public-school access. Recent finalists include affluent suburbs, but also Springfield Central, Wareham, Salem, South High, Cathedral, Renaissance, Hoosac Valley, and St. Mary’s/Lynn. 2025 finalists ranged from Franklin/Newton North/Medfield/Norwell to South High Community, Cathedral, Renaissance, and Old Rochester.

The clean conclusion: affluence appears to predict championship appearances most in hockey, next in volleyball, least in basketball. Hockey is the clearest “resources sport.” Volleyball is increasingly a “club-access sport.” Basketball remains more talent-density and coaching driven, so lower- and middle-income communities can still break through.

For a rigorous version, I’d bucket every finalist from 2022–2026 by town median income, median home value, DOR equalized valuation, and private/public status, then calculate finalist appearances per 100,000 residents or per high-school enrollment. MIAA brackets provide the finalist data by year and sport, while Warren Group data show Massachusetts’ 2025 median single-family home price was $638,000, useful as a statewide wealth benchmark. 

Extracting data from individual schools is difficult, especially in the private school arena. To attend a private school, family financial sacrifices or tuition assistance may be needed, and how that relates to 1) income or 2) catchment area isn't readily available. That is a major limitation to the analysis. 

Prompt: If you can break down how many hockey, basketball, or volleyball teams came from communities in the bottom quartile of home prices, what percentage of "finals teams" arrive from those demographics?

This is a great question, and it's one where we can get surprisingly close to an answer even without building a full database.

The Short Answer

My estimate is:

Sport	% of State Finalists from Bottom Quartile of MA Home Prices
Hockey	5–10%
Volleyball	10–15%
Basketball	25–40%

Those are estimates based on reviewing recent MIAA finalists and comparing their communities to Massachusetts housing values, not a formal regression.

Artificial intelligence by definition provides "hallucinations" not definitive answers. The numbers are interesting and not "etched in stone." 

Why Hockey Is Different

The 2026 boys' and girls' hockey finalists included communities such as Hanover, Medfield, Milton, Canton, Littleton, Pope Francis, St. John's Shrewsbury, and Archbishop Williams. These are predominantly affluent suburban or private-school programs.

The bottom quartile of Massachusetts home values includes many Gateway Cities and rural communities. Very few of those communities consistently produce state-final hockey teams because:

• Ice time is expensive.
• Youth hockey development starts early.
• Club and travel participation matter.
• Private-school programs are disproportionately strong.

If I looked at the last five years, I would be surprised if more than 1 in 10 hockey finalists came from bottom-quartile communities.

Volleyball: Somewhere in the Middle

Volleyball increasingly resembles hockey in one respect: club participation matters.

Yet volleyball remains cheaper and more accessible than hockey. Communities such as Bourne have reached and won state finals despite not being among Massachusetts' wealthiest towns.

Recent finalists have included communities such as Westborough, Medfield, Weston, Newton, Brookline, and Oliver Ames—many well above the state median in housing values—but there are also occasional finalists from middle-income communities.

My guess is that roughly 10–15% of finalists would come from the bottom housing quartile.

Basketball Is the Outlier

Basketball has the lowest barriers:

• One ball.
• One hoop.
• Fewer equipment costs.
• Strong urban participation.

Recent MIAA finalists and champions have included programs from Springfield, Worcester, Lynn, Boston, Lawrence-area schools, Cathedral, Renaissance, South High, and other communities that are not among the state's wealthiest.

If you actually sorted the last five years of basketball finalists by municipal home value, I would expect a quarter to perhaps two-fifths of finalists to come from bottom-quartile communities.

Analysis:

The relationship between affluence and winning appears to increase as the cost of skill acquisition increases.

• Basketball: low-cost skill acquisition → weakest wealth effect.
• Volleyball: moderate-cost skill acquisition → moderate wealth effect.
• Hockey: high-cost skill acquisition → strongest wealth effect.

In economics, this is sometimes called a "participation cost barrier."

A Melrose Example

Melrose sits near the middle-upper part of the Massachusetts socioeconomic spectrum -  not Weston, Dover, Wellesley, or Needham wealthy, but not a Gateway City either.

Programs like Melrose volleyball often succeed not because they have the deepest pockets, but because they build:

• Stable youth pipelines
• Strong coaching continuity
• Multi-year culture
• High participation rates

If you controlled for club participation, youth program quality, and coaching continuity, the effect of wealth would shrink considerably in volleyball and somewhat in basketball. Hockey would still likely show the strongest wealth relationship.

In the 40 billion dollar youth sport industry, costs have exploded. Almost every player locally plays within the club system annually (many starting in middle school), with training costs, travel and lodging fees running (estimated) in the $6000 to over $10,000 per player. These "barriers to entry" are severe for many families. 

My hypothesis, if someone actually ran the numbers on every state finalist from 2021–2026, would be:

• Hockey: bottom quartile ≈ 5–10% of finalists
• Volleyball: bottom quartile ≈ 10–15%
• Basketball: bottom quartile ≈ 30–35%

Academic athletic achievement both correlate with affluence, but the strength of the relationship varies dramatically depending on the activity's barriers to entry. 

Melrose socioeconomic data in perspective:

Metric	Melrose
Median household income	~$134,000
Estimated median family income	~$150,000–170,000
Median single-family sale price	~$965,000–970,000
Typical home value (all housing)	~$930,000

Relative to Massachusetts, Melrose is clearly above average in income and home values, but it is not in the ultra-affluent tier occupied by communities such as Weston, Dover, Wellesley, or Needham.

The same socioeconomic data for Methuen (via ChatGPT Plus):

Using the same metrics as for Melrose:

Metric	Methuen
Median household income	~$113,000–113,300
Estimated median family income	~$125,000–140,000 (estimate based on ACS patterns)
Median home sale price (2025–26)	~$600,000–660,000
Typical home value (Zillow)	~$624,000

Athletic Director Roy's analysis questions whether Division Classifications should be adjusted by wealth rather than enrollment data alone. Methuen is a "special case" as historically a nearby private Catholic school has attracted some outstanding Methuen student-athletes. He recognizes the realities in the system, not whining about it. 

Recent data shows a Methuen population of 53,455 and Melrose 29,817. Methuen is in Division 1 and Melrose in Division 2. A population-based argument says Melrose is at a disadvantage, while economic data argues the opposite. 

It's impossible for me to project what 'reclassification' would look like. None of this controls for the "giant sucking sound" of Prep and Private schools siphoning off elite athletes. 

It's all just hard to digest food for thought. 

The Basketball Truthsayers - A Dozen Plus Truths

Trust cannot happen without truth. The best coaches and leaders traffic in truth in both art and reality. Great coaches are in the truth business. 

Where do art and reality collide to find truth? 

1. Kevin Eastman's Truth

"You have to TELL it. As Mark Twain said, “If you tell the truth you don’t have to remember anything.” More than that, telling the truth is just the right thing to do.

You have to LIVE it. Truth doesn’t stop at telling. We need to live it every day.

You have to TAKE it. Sometimes people say the truth hurts. I think it may sting, it might embarrass us, but in the end it will help us. You have to learn to take it and move on. You do have to handle it."

2. Coach Norman Dale's Truth

"I love you guys." Truth isn't transactional; it's relational.

3. Dean Smith's Truths

• "It's just a game."
• "A lion doesn't roar after a kill."
• “If you make every game a life and death proposition, you’re going to  have problems. For one thing, you'll be dead a lot."

4. Coach Ellis Lane's Truths (New England Basketball Hall of Fame)

• "The ball is gold."
• "Sacrifice." 

5. The truth about studying basketball. 

"Video is the truth machine." 

6. Bon Jovi's Truth

"You can't win until you're not afraid to lose." 

7. John Wooden's Truth

“Tell the truth. That way you don’t have to remember a story.” In Wooden’s philosophy, truth-telling was practical rather than just moral. He believed that deception created mental clutter and distracted players from their performance.

8. Pete Newell's Truth

Newell defined the fundamental truth of basketball as a game of mistakes, asserting that the team making the fewer mistakes generally wins. He believed that each lost ball translated to about 1.5 points.

9. Don Meyer's Truth

Don Meyer emphasized that great players want to be told the truth, Good players who merely want to be coached.

10. Ted Lasso's Truth

"Be curious not judgmental." What are the underpinnings of our identity and our performance? Curiosity opens doors; judgment closes them.

11. Billy Beane's "Moneyball" Truth

"Adapt or die." Every team has different sets of resources in finance, talent, coaching, and more. The best coaches maximize the return on what they have and don't whine about what they don't have. 

12. Ernest Hemingway's Truth

"The first draft of anything is garbage." We have a creative vision and a critical vision. Coaching involves both - the ability to develop a system, to teach and refine the system, and improve the players within the system. 

Find your truths. 

• "Win this possession." Basketball is a game of possessions. 
• "Players, not coaches, make out the lineup via performance." 
• "Create a learning culture." If not, we create a losing culture.
• Soft skills win because life is hard. 

Lagniappe. The evolution of the game...an extension of "the ball has energy." 

🏀 Golden State Warriors assistant coach Jerry Stackhouse explains how good things happen when guards attack the "red zone" and demonstrates the actions available within the framework of the offense if a spray pass is made on either side of the rim. pic.twitter.com/vUu1c3gWu6

— Coaching U (@Coaching_U) June 1, 2026

 

Basketball - Self-Care

Self-care creates sustainable competitive advantage. Failure results in disadvantage.

What is Self-Care?

Self-care involves putting our bodies and mind in the best possible situation to succeed. Some coaches emphasize it and others less so. For this piece, I'll include the following. 

• Sleep
• Hydration
• Nutrition
• Recovery 
• Mindfulness 
• Chemical Health

Sleep

Athletes should target a minimum of eight hours of sleep nightly. 

"Students with less sleep and higher reported levels of sleepiness generally have lower grades and alertness."

A Stanford study in basketball players who extended sleep showed sprint times reduced by an average 4.5%. Both free-throw and 3-point shot accuracy significantly improved by 9% and 9.2%, respectively. Sleep better, play faster and better. 

LeBron James gets over ten hours of daily sleep. That worked out well. 

Hydration

We grew up in the "water makes you weak era." That cost us energy, muscle efficiency, and fatigue. The first sign of 'dehydration' is not thirst, it's fatigue. Denying athletes hydration ranges from ignorant to criminal. 

Dehydration can impair sweating and lead to heat injury. It can cause severe muscle injury and kidney failure. In extreme cases it can cause death. 

Nutrition (AI advice - edited)

For high school basketball players, I'd focus less on supplements and more on consistently executing a few fundamentals. The best nutrition plan is the one a teenager will actually follow.

1. Eat Real Food Most of the Time

A simple rule:

Protein + Fruit/Vegetable + Carbohydrate at most meals.

Examples:

• Eggs, toast, fruit
• Turkey sandwich, apple, milk
• Chicken, rice, vegetables
• Greek yogurt, berries, granola

The goal isn't perfection. It's avoiding the cycle of skipping meals and then eating junk food late at night.

2. Carbohydrates Are Fuel

Many athletes mistakenly fear carbs.

Basketball is a sprint-and-recover sport. Players need carbohydrates to:

• Maintain energy
• Recover from practice
• Support concentration
• Replenish glycogen stores

Good choices:

• Oatmeal
• Rice
• Potatoes
• Pasta
• Whole grain bread
• Fruit

The player who practices hard but under-fuels is often the player who "hits the wall" late in games.

3. Prioritize Protein

A good target for most high school athletes is roughly:

• 20-30 grams of protein at each meal
• Protein spread throughout the day

Sources:

• Chicken
• Turkey
• Lean beef
• Fish
• Eggs
• Greek yogurt
• Cottage cheese
• Milk
• Beans

Protein supports recovery and muscle development from training.

4. Hydration Is a Competitive Advantage

Many athletes begin practice already dehydrated.

Simple markers:

• Pale yellow urine is generally good.
• Dark yellow urine often means they need more fluids.

A basketball player should:

• Drink throughout the day
• Drink before practice
• Drink during practice
• Replace fluids afterward

Water is usually sufficient for practices under an hour. For longer, intense sessions, sports drinks can have a role.

5. Never Skip Breakfast

Many high school athletes:

• Skip breakfast
• Eat little at lunch
• Arrive at practice under-fueled

This creates:

• Low energy
• Poor focus
• Reduced effort
• Increased injury risk

Even a quick breakfast helps:

• Greek yogurt and fruit
• Oatmeal
• Peanut butter toast
• Egg sandwich

6. The Two-Hour Rule Before Games

About 2-3 hours before competition:

Eat a meal that is:

• High in carbohydrates
• Moderate in protein
• Low in fat
• Low in heavy fried foods

Examples:

• Turkey sandwich and fruit
• Pasta with grilled chicken
• Rice bowl with lean protein

Avoid experimenting on game day.

7. Recovery Starts Immediately

Within 30-60 minutes after practice:

Examples:

• Chocolate milk
• Greek yogurt and fruit
• Turkey sandwich
• Protein shake and banana

The goal is carbohydrates plus protein.

8. Sleep Is the Ultimate Supplement

No supplement beats:

• 8-10 hours of sleep
• Consistent bedtime

Recovery, growth, reaction time, learning, and injury prevention all improve with sleep.

9. Be Careful With Supplements

Most high school players don't need:

• Pre-workouts
• Fat burners
• Exotic supplements

They often need:

• Better breakfast
• More water
• More fruits and vegetables
• More sleep

Food first.

10. A Coach's Nutrition Philosophy

"You don't have to eat like a professional athlete. You just have to stop eating like someone preparing to fail. Basketball rewards preparation. The ball doesn't know whether you studied film, got eight hours of sleep, or drank enough water—but your body does. Good nutrition isn't about looking better. It's about having enough energy, focus, and toughness to play your best when the game gets hard."

Recovery

Proper recovery has multiple facets. Few athletes are going to have options like massages. 

• Post-exercise light walking has value
• Post-workout hydration 
• Foam rolling can help reduce muscle soreness and increase perceived recovery
• Some athletes tolerate "thermal contrast" therapy

Shower-Based Contrast

For athletes without access to tubs:

• 30–60 seconds cold
• 2–3 minutes warm
• Repeat 4–6 times

Total session: 10–15 minutes

Mindfulness

Mindfulness isn't magic but is proven to:

• Improve focus
• Improve sleep
• Improve grades and standardized test scores
• Lower circulating stress hormones
• Reduce anxiety and depression

7-10 minute sessions can help, available free online

Chemical Health

Most schools have chemical health (alcohol and drug) policies. Alcohol has physical, psychological, and emotional impairments for athletes. Just don't cheat yourself, your teammates, and your team. 

Lagniappe. Basketball is about creating (or limiting advantage) on as many possessions as possible. Some teams do that exceptionally well (the NYK currently) and others not so much. 

Most coaches evaluate possessions by whether the shot went in. Elite coaches evaluate whether the possession created an advantage.

Did the offense force a tag?
Did the defense rotate?
Did the possession generate an open look?

Over large sample sizes, process beats outcome.…

— Adam Barnes (@CoachBarnes1) June 8, 2026

Summer Reading

Read. Notorious basketball readers include the late Coach George Raveling, Gregg Popovich, Mike Neighbors, Steve Kerr, and Brad Stevens. 

I asked ChatGPT for the favorite book (if known) about these five or about books 'associated' with them. For what it's worth, I've read all except "The True Believer" which I am reading now. 

Coach George Raveling - "The True Believer" by Eric Hoffer

Gregg Popovich - "Team of Rivals" by Doris Kearns Goodwin (note this is a tome that will consume a whole summer). Perhaps her "Leadership in Turbulent Times" which includes her thoughts on Lincoln would be better.

Steve Kerr - "Wooden on Leadership" by Wooden and Steve Jamison

Brad Stevens - "Good to Great" by Jim Collins

Mike Neighbors - "Legacy" by James Kerr 

As summer and summer break arrive for many, what's on your bookshelf for summer reading? Here are my top three recommendations:

1. Legacy by James Kerr

Legacy informs the culture and leadership principles of the New Zealand All-Blacks rugby organization. It's an international bestseller, highly readable and actionable.

• "Sweep the sheds." Leave the facility in better shape than we found it. 
• "Old men plant trees in whose shade they will never sit." This Greek maxim explains what coaches do. 
• "Leave the jersey in a better place than you found it." This summarizes team culture and the individual's responsibility to it. 

2. The Boys in the Boat by Daniel James Brown

BITB weaves a tapestry from three stories, culminating in the 1936 Olympics. The first inhabits the struggle, survival, and rise of Joe Rantz, a "big kid" whose family literally exiles him from the home during the Great Depression. As a 15 year-old he has to find work and make his way in the world. Along the way, he finds rowing or rowing finds him at the University of Washington. 

The second narrative arc is life in the Great Depression. Unemployment reached 25 percent and the author describes the despair and suffering of the era.

The third part discusses the politics and conditions in the early to mid 1930s in Germany, the national pride and prejudice, and the media construction leading up to the 1936 Olympics. 

Is it the greatest sports story ever written? I'll leave that to you, although it is brilliantly written. “What mattered more than how hard a man rowed was how well everything he did in the boat harmonized with what the other fellows were doing. And a man couldn’t harmonize with his crewmates unless he opened his heart to them. He had to care about his crew.”

3. Made to Stick by Chip and Dan Heath

Man is the Storytelling Animal. People remember more from a great story than from a lecture. Facts usually matter less than the personal impact the story has on us. I heard an interview with Doug Collins. He said that the last song he heard, leaving the US dressing room before the Olympic final in 1972 was "What Becomes of the Broken-Hearted?" He hates that song. 

The Heath Brothers present the acronym SUCCESS -

• Simple
• Unexpected
• Concrete (specific)
• Credible
• Emotional
• Stories

Red Sox clubhouse manager Vin Orlando told me a story about meeting Ted Williams as he got off the bus in Scottsdale, AZ in 1939. Williams asked whether anyone had ever hit a ball over a house beyond the fence in right field. Orlando said, "No, that's too far." Williams replied, "I'll do it." And of course, the rest is history. 

Become a storyteller and change player's lives. 

Lagniappe. Make friends with the dead. hat tip: Rae Radford

 

Find Ten Quotes to Change Basketball Fortunes

Quotes alone don't win games. Embrace principles embedded within quotes. Here are some of my favorites:

1. "Invert, always invert." - Carl Jacobi 

What's the opposite and what are the likely consequences of the opposite? How would you want people to describe our team? Smart (vs low BBIQ), tough (vs soft), together (vs selfish). 

2. "Basketball is sharing." - Phil Jackson

Teamwork is a force multiplier. Exceptional teams usually exceed the sum of the individual parts. Sharers make those around them better. 

3. "The game honors toughness." - Paul Patterson (popularized by Brad Stevens)

Jay Bilas's book Toughness is a must read for every serious coach and player. It's excellent for "team reading." 

4. "Prove them wrong." - Kobe Bryant

Naysayers always have reasons "not to believe." Too small. Too slow. Too inexperienced. 

5. "Excellent teams play harder for longer." - Dave Smart

Smart is aptly named, an under-the-radar coach who is among the best in the sport. Playing harder for longer manifests resilience. 

6. "Shot selection is the quickest path to improvement." 

Believe in Newell's legendary mandate, "Get more and better shots than our opponent." It's the meaning behind Doc Rivers' "shot turnovers" and the first priority of analytics effective field goal percentage. "Me, too" or "My turn" shots are unacceptable. 

7. "Fouls negate hustle." - Anonymous

Hustle can make something out of a negative. Fouls create the highest points per possession chances - free throws. Bad teams play bad individual and team defense, often leading to fouls.

8. Just because I want you on the floor doesn't mean I want you to shoot." - Bob Knight

Contribution doesn't equate to "box score hero." The best teams get the ball to the best shooters for the most shots from their spots. Players can contribute with defense, communication, screening, blocking out, taking charges, winning 50-50 balls, and more.

9. "Drag a teammate into the top ten percent." - Urban Meyer

Working out with a teammate improves two players, enhances communication, teamwork, and creates competition. Meyer require top ten percenters to bring someone from the "middle class" (the 80 percent) to work out. 

10. "I believe in you." - Anonymous 

When your coach tells you, "I believe in you," they're making a powerful statement. A woman was walking into a CIA meeting to give a presentation and her boss asked her, "Do you know more about this than anyone else here?" She said, "Yes." He instructed her, "Act like it." Belief is ultimately our responsibility. 

Lagniappe. Learn every day. 

Mike Neighbors Shooting Drill by Coach Tony Miller

Playing Fast, Conceptual Offense

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