THE RESEARCH DESK

Deep dives

Original, data-driven investing and retirement analysis with the math shown. No recycled tips, just the work behind the numbers.

54 deep dives published Reviewer-checked analysis
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Newest deep dive

Bond Funds vs Individual Bonds: Which Income Path Fits

This explainer sets bond funds against individual bonds: the maturity date, net asset value risk, liquidity, diversification at small balances, and cost.

33 min read
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Two hands meeting over a wooden table, one passing a small pale pot holding a green seedling to the other, in soft green-tinted lightGetting started

How to Transfer a Brokerage Account (ACATS, 6 Steps)

This ledger note walks a brokerage account transfer in six steps: in-kind versus liquidating, cost basis, fractional shares, transfer fees and the timeline.

40 min read
Four stacks of coins of descending height standing in a row on a polished wooden table, with a small green seedling growing beside the shortest stack and a window blurred behindDividend deep dive

What Is Preferred Stock? How Preferred Dividends Get Paid

This deep dive explains preferred stock: par value, cumulative and non-cumulative dividends, call risk, and where preferreds rank against bonds and common.

33 min read
A blank spiral-bound grid calendar page lying on a wooden desk with six small stacks of coins resting on separate squares, a potted green plant behind itPortfolio strategy

Year-End Investing Checklist: 8 Moves Before Dec 31

This ledger note walks a year-end investing checklist in 8 moves, from rebalancing and tax-loss harvesting to fund distributions and beneficiary review.

35 min read
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Market Order vs Limit Order: Which to Use When

This comparison sets the two order types side by side: what each one guarantees, the bid-ask spread, slippage, stops, time in force, and opening-bell risk.

33 min read
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Asset Allocation Explained: Splitting a Portfolio

This explainer covers how asset allocation splits a portfolio, what each asset class is for, how horizon and risk set the mix, and where drift creeps in.

38 min read
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How to Read an Earnings Report

This walkthrough reads a quarterly earnings report step by step: release versus filing, GAAP against adjusted, cash flow as the check, segments and guidance.

38 min read
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What Is a Closed-End Fund?

This explainer covers what a closed-end fund is, why a fixed share count creates discounts and premiums, how leverage works, and what return of capital hides.

38 min read
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Sequence of Returns Risk: Why Order Matters

This analysis runs one invented decade of returns in two orders and shows why a saver finishes in the same place while a retiree drawing income does not.

40 min read
A brass balance scale on a wooden table, one pan holding a mound of small pale beans or seeds and the other holding green leaves, tilted toward the heavier panInvesting basics

Stock Buybacks Explained: What They Do

This explainer covers how stock buybacks work, the share count arithmetic, buyback yield beside dividend yield, and the checks that tell real from spin.

34 min read
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Treasury Bills Explained: Yields and Terms

This explainer covers what a Treasury bill is, why it sells at a discount, the two rates quoted on the same bill, and the state tax break behind the yields.

33 min read
A row of coin stacks rising in height from left to right along a worn wooden table, lit by a window on the left, with a dark green wall behindDividend deep dive

Dividend Aristocrats: What the Label Actually Means

This deep dive unpacks the dividend aristocrats label: the criteria behind it, why a streak is backward-looking, survivorship bias, and where the badge fails.

39 min read
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How to Read a Stock Quote (Every Field Explained)

This breakdown reads a stock quote field by field: last price, bid and ask, volume, day and 52-week ranges, market cap, P/E, EPS, dividend yield and beta.

36 min read
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What Is a Bond Ladder? How to Build One

This explainer covers what a bond ladder is, the maturing-at-par mechanism behind it, how to build one rung by rung, and how it compares to a bond fund.

41 min read
A row of mid-rise brick and glass apartment and office buildings along an empty city street in soft morning light, with young street trees lining the sidewalkDividend deep dive

What Is a REIT? How Real Estate Trusts Pay Out

This deep dive explains what a REIT is: the distribution bargain, equity versus mortgage trusts, why funds from operations replaces EPS, and tax treatment.

35 min read
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What Is CAGR? How to Calculate Annual Growth

This breakdown defines CAGR, works the formula from a beginning value, an ending value and a number of years, and shows exactly what the smooth number hides.

31 min read
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What Is Dollar-Cost Averaging? The Math Explained

This breakdown works through the dollar-cost averaging arithmetic step by step, including the harmonic mean, and the honest case where lump sum wins.

32 min read
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What Is Margin? Borrowing to Invest, Explained

This explainer covers what margin is, how a margin call works, why leverage doubles your losses, what the interest costs, and when borrowing is defensible.

34 min read
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What Is a Wash Sale? The 30-Day Rule, Explained

This ledger note defines a wash sale: the 61-day window, what substantially identical means, how the disallowed loss moves into basis, and how brokers report it.

28 min read
A row of coin stacks on a wooden desk descending from tall on the left to short on the right, representing dividend income that can grow beside interest income that stays levelIncome deep dive

Difference Between Dividend and Interest, Explained Simply

This deep dive explains the difference between dividend and interest: ownership vs lending income, where each one lives, taxes, and dividend rate vs APY.

31 min read
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How Do Dividends Affect Stock Price? The Ex-Dividend Effect

This explainer covers how dividends affect stock price: the ex-dividend date drop, why the market adjusts, and the total-return math that reframes it all.

31 min read
Four coin stacks of descending height in a row on a wooden desk beside a small green seedling, representing earnings split between the dividend paid out and the profit retainedDividend deep dive

Dividend Payout Ratio: Formula, Good Ranges, and Red Flags

Dividora's deep dive on the dividend payout ratio formula: the same company worked from EPS, from company totals and from free cash flow, plus the red flags.

51 min read
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What Is a Stock Split? (and What It Means for You)

This explainer covers what a stock split is, how a 4-for-1 split multiplies your shares while dividing the price, reverse splits, and what it means for you.

33 min read
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What Is an Expense Ratio? (and Why It Matters)

This explainer covers what an expense ratio is, how it is charged, why a fee like 0.05 versus 0.75 percent compounds into thousands of dollars over decades.

29 min read
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How Bonds Work: A Beginner's Guide

This explainer covers how bonds work in plain English: what a bond is, the coupon, yield and maturity, why prices move opposite to rates, and the main types.

35 min read
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Index Fund vs Mutual Fund: Key Differences

This breakdown of index fund vs mutual fund explains passive tracking versus active management, the fee gap, tax efficiency, and when each one fits you.

27 min read
A wooden ruler and measuring tape beside columns of coins of increasing height on a desk, representing measuring a dividend stock against a set of metricsDividend deep dive

How to Evaluate Dividend Stocks (Key Metrics)

This deep dive shows how to evaluate dividend stocks: the metrics that judge payout safety, yield traps, dividend growth, and a checklist you can reuse.

33 min read
Looking up into a broad green tree canopy where many branches spread from a single trunk, representing one fund holding many dividend payersDividend deep dive

Dividend ETFs: How They Work & What to Know

This explainer covers how dividend ETFs work: the categories of ETFs that pay dividends, how distributions and yields flow, expense ratios, and taxes.

32 min read
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What Is an ETF? A Plain-English Guide

This plain-English explainer covers what an ETF is, how creation and redemption work, the main types, expense ratios, tax efficiency, and how to buy one.

29 min read
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What Is Portfolio Management? A Guide

This explainer covers what portfolio management is, active versus passive, DIY versus robo versus advisor, the process, fees, and when a service is worth it.

31 min read
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Index Funds vs ETFs: The Real Difference

This breakdown of index funds vs ETFs shows how each trades, what they cost, which is more tax efficient, and when to pick one, both, or neither of them.

31 min read
A stack of coins and folded paper sheltered under a clear glass dome on a wooden desk, representing the two tax-advantaged accounts a Roth IRA and a 401(k)Retirement deep dive

Roth IRA vs 401(k): Where to Invest First

This breakdown of Roth IRA vs 401(k) explains the match, the tax treatment, the contribution limits, and the classic priority order for where to invest first.

33 min read
An open ledger notebook with a fountain pen resting on blank ruled pages on a wooden deskDividend deep dive

How to Calculate Your Dividend Income (Steps)

This ledger note shows how to calculate dividend income step by step: shares times payout, yield times capital, annual versus quarterly, after tax, and monthly.

27 min read
Three coin stacks of increasing height standing apart on a pale desk in soft light, representing losing positions being harvested to offset taxable gainsTax strategy

How to Do Tax-Loss Harvesting (Step by Step)

This ledger note walks how to do tax-loss harvesting step by step, from finding losses to the wash-sale rule and the $3,000 income offset, without the costly mistake.

28 min read
A clear glass dome cloche covering a small stack of coins and folded paper beside it on a wooden tableGetting started

How High-Yield Savings Accounts Work: APY and FDIC Insurance

Dividora's explainer on how high-yield savings accounts work: what APY and FDIC insurance mean, the catches worth checking, and how they compare to investing.

27 min read
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Simple Interest vs Compound Interest: The Formulas Compared

This breakdown separates simple interest from compound interest with plain formulas, worked examples, and why compounding is the engine behind investing.

26 min read
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How to Rebalance Your Portfolio (6 Steps)

This ledger note shows how to rebalance your portfolio in 6 steps, from setting a target allocation to measuring drift, choosing a method.

28 min read
Aged brass coins with green patina arranged in a tight outward spiral on a dark wooden surface, symbolizing each dividend being reinvested into more sharesDividend deep dive

How to Reinvest Dividends the Smart Way (6 Steps)

This ledger note shows how to change your dividend payout method and reinvest dividends in 6 steps, with compounding math, the tax catch, and when to stop.

43 min read
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How to Invest in Index Funds (7 Steps)

This ledger note walks how to invest in index funds in 7 steps, from choosing the account to your first $100 order and the fee that compounds against you.

45 min read
Two hands typing on a laptop at a wooden desk, the screen reading open investment brokerage account above a rising line chart, in warm green-tinted lightGetting started

How to Open a Brokerage Account (6 Steps)

This ledger note opens a brokerage account in six steps: pick the account type, gather your ID and taxpayer number, fund it, then place your first order.

39 min read
An investor enabling an automatic dividend reinvestment setting on a laptop brokerage screen, a hand about to tap a small on-screen toggle, in soft green-tinted morning lightDividend deep dive

How to Set Up a DRIP (Dividend Reinvestment)

This ledger note shows how to set up a DRIP in 6 steps, from the single toggle to the tax catch, so every dividend reinvests automatically and compounds.

25 min read
A young beginner investor setting up an investing account on a smartphone with a laptop open beside them at a home desk in warm optimistic morning lightInvesting basics

How to Start Investing (7 Steps for Beginners)

This ledger note shows how to start investing in 7 steps for beginners, from emergency fund to automating your first contribution, so you begin confidently.

27 min read
A relaxed person holding a coffee on a wooden deck at dawn with a calm ocean horizon softly blurred behind them in warm green-tinted lightIncome deep dive

Dividend Calculator: How Much to Live Off Dividends by Yield

This dividend calculator answers how much money invested to live off dividends: the portfolio each yield demands, plus the after-tax target and the timeline.

40 min read
A calm investor reviewing a dividend portfolio on a laptop with faint rising charts on the screen, notebook and coffee nearby, in soft warm morning lightDividend deep dive

How to Build a Dividend Portfolio (7 Steps)

This deep dive shows how to build a dividend portfolio in 7 steps: set a goal, pick the account, choose funds, diversify, reinvest, and avoid the yield trap.

26 min read
Five rising coin stacks arranged like a bar chart beside a small blank paper desk calendar on a soft green backgroundIncome deep dive

How Much to Invest to Make $1,000 a Month in Dividends

This deep dive runs the honest math on $1,000 a month in dividends: the capital each yield demands, what chasing yield really costs, and the timeline to build it.

29 min read
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Dividend Reinvestment (DRIP): How It Works and Is It Worth It?

Dividend reinvestment through a DRIP buys more shares with every payout: how it works, automatic versus manual, the tax catch, and whether it is worth it.

28 min read
A smartphone showing a simple investing app with an upward line graph beside a cup of coffee on a light wooden table in soft green-tinted morning lightInvesting deep dive

Minimum Amount to Invest in Index Funds and the S&P 500

This deep dive answers the minimum amount to invest in index funds and the S&P 500: why fractional shares cut it near zero, mutual fund buy-ins, the math.

30 min read
A small green seedling growing from a jar of coins beside a softly blurred rising line chart in warm morning lightDividend deep dive

Dividend Yield: How It Works and What It's Worth

Dividend yield, worked from scratch: this deep dive runs the annual dividend over price formula, what a dividend is worth, the yield trap, and total return.

34 min read
A rising investment line chart on a laptop screen beside a cup of coffee on a wooden desk in soft green-tinted morning lightInvesting deep dive

How Much to Invest in S&P 500 Index Funds: Find Your Number

This deep dive works out how much to invest in S&P 500 index funds: solve for your monthly number from goal, timeline, and risk, with honest growth math.

32 min read
A series of coin stacks growing progressively taller across a wooden desk in warm lightRetirement deep dive

How Much Retirement Savings Should You Have by Age?

This deep dive lays out the commonly cited retirement savings benchmarks by age: roughly 1x income by 30, 3x by 40, 6x by 50, 8x by 60.

26 min read
Neat tax paperwork and a printed brokerage dividend statement on a wooden desk beside a cup of coffee in soft morning lightTax deep dive

How Much Dividend Income Is Tax-Free? Qualified vs Ordinary

This deep dive runs the real numbers on tax-free dividend income: qualified versus ordinary, the 0, 15, and 20 percent brackets, and where the 0 rate lands.

26 min read
A glass jar full of coins with small green sprouts growing from it in soft morning lightIncome deep dive

How Much to Invest for $500/Month in Dividends

Dividend stocks for passive income come down to one number: this deep dive runs the math on $500 a month, the capital each yield needs, and the timeline.

26 min read
A mature couple walking on a quiet boardwalk at golden hourRetirement deep dive

How Much Do You Need to Retire? The Math Behind Your Number

Your retirement number is roughly 25 times the annual spending your savings must cover: where the 4 percent guideline comes from, and where it stops working.

26 min read
A jar of coins being poured out one coin at a time onto a wooden tableDeep dive

The 4% Rule, Explained Properly: What It Says, Where It Breaks

Everyone quotes the 4% rule; almost nobody states it correctly. This deep dive covers what the rule actually says.

26 min read