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How House Prices Are Measured: Medians, HPIs and What Headlines Miss

In the same month you can read that house prices rose, that they fell, and that they were flat, all of it accurate. The reports are measuring different things, and none of them is measuring the thing most readers assume, which is what happened to the value of their own house.

There are four numbers in circulation and each answers a different question. Knowing which is which turns property reporting from noise into information, and it stops you drawing a conclusion about your own street from a number that was never about your street.

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The three things to remember

The median is the middle sale price, so it moves when the mix of what sold changes. The House Price Index adjusts for that mix, so it is the better measure of value change. And your CV is a rating valuation, not a market appraisal.

A rising median does not mean your house went up

If a quiet month happens to include several expensive sales, the median rises even if not one house in the country changed in value. This is the single biggest source of confusion in property reporting. The median tells you about what sold. It does not tell you about what is worth what.

Median against mean

The median is the middle value when you line every sale up in order. The mean is the total divided by the count. On a symmetrical spread they land close together. House prices are not symmetrical: there is a floor near zero and no ceiling, so a handful of very expensive sales drag the mean upwards.

Five sales in a suburb: $600,000, $650,000, $700,000, $750,000 and $3,000,000.
Mean: the five add to $5,700,000, divided by 5 = $1,140,000.
Median: the middle sale is $700,000.
The mean is $440,000 higher than the median, and four of the five houses sold for less than the mean. That is why property reporting uses the median.

Try it with your own figures in the mean, median and mode calculator, or the median calculator on its own. The gap between the two measures is itself a useful signal: the wider it is, the more skewed the sales were.

The mix problem

Even the median has a weakness, and it is a serious one. It describes the properties that sold, and what sells changes month to month.

A month heavy with new townhouses pulls the median down, though nothing lost value.
A month where first home buyers are shut out removes cheap sales from the sample and pushes the median up.
A thin winter month in a small town can swing wildly on a handful of sales.
Movement in the median is part value change and part composition change, and the raw number cannot tell you which.

The House Price Index

An index exists precisely to solve that. Rather than averaging whatever sold, an index tracks price changes for comparable properties, so it separates value change from mix change. The REINZ House Price Index is the main one used in New Zealand.

The practical consequence is a rule of thumb worth keeping. If you want to know what things are selling for, look at the median. If you want to know whether values are rising or falling, look at the index. Headlines quote the median because it is a dollar figure and reads well, which is exactly when the index is the more informative number.

Days to sell and volumes matter too

Prices are slow to move and volumes are fast. When sales volumes fall and the median holds, the market is usually turning before the price data shows it, because sellers withdraw rather than accept less. Days to sell, and the ratio of sales to listings, often lead the price measures by months. A price number read on its own misses the earliest part of the story.

Your CV is not a valuation

The capital value on your rates notice, the CV or RV, exists to divide the council's rates bill among ratepayers. It is a mass appraisal done across a whole district at a single date, usually every three years, without anyone going inside your house.

What a CV is What it is not
A relative measure for allocating rates A market appraisal of your property
Set at a fixed revaluation date, often well in the past A current figure
Based on district-wide modelling Based on an inspection of your renovations
Split into land value and improvements A number a bank will lend against

Two consequences follow. Sales "above CV" or "below CV" mostly reflect how stale the revaluation is rather than anything about the buyer's judgement. And a CV rising by more than the district average does not increase your rates by that amount; rates depend on your value relative to everyone else's, because the council is dividing a fixed bill.

If every CV in the district rose 20%, rates would be roughly unchanged.
If your CV rose 20% and the district average rose 10%, your share goes up.
If your CV rose 5% while the district rose 10%, your rates share falls.
It is your position relative to the district that matters, not the percentage itself.

Reading a property headline properly

Which measure is it? Median, mean, or index. If the article does not say, treat it as a median.
Over what period? Month on month is noisy. Year on year is steadier but lags a turning point.
How many sales? A district median from 40 sales carries far less weight than one from 4,000.
What area? A national figure is an average of regions moving in different directions, sometimes opposite ones.
Four questions, and most confident property claims fail at least one.

What actually tells you about your own house

None of these measures answers the question people usually have. A national or regional statistic describes a market; your house has a specific location, condition, size and land area, and it will sell for what a buyer pays on the day.

For your own property, recent comparable sales of genuinely similar houses nearby are worth more than any index. Look at what sold, not what was listed, and adjust honestly for the differences. An appraisal from an agent is free and useful, provided you remember they are also pitching for the listing. A registered valuation costs money and carries weight with lenders in a way an appraisal does not.

Where the numbers come from

REINZ publishes the median, the House Price Index and days to sell from actual agent sales. Stats NZ publishes methodology and wider housing statistics. Your council publishes rating valuations and their revaluation date. Each is authoritative for its own measure and none of them is measuring the others.

What this guide does not cover

Automated online estimates are not covered here; they are models built on the same public data with their own error ranges, which they usually publish and readers usually ignore. Rental yields, construction cost indices and land value indices are separate measures again. Objecting to a rating valuation follows a council process with its own deadlines. This is general information rather than valuation or investment advice.

Test Your Knowledge

Ten questions on what property numbers actually say.

1. Five houses sell for $600,000, $650,000, $700,000, $750,000 and $3,000,000. What is the median?
$700,000
$1,140,000
$750,000
$1,800,000
2. On the same five sales, what is the mean?
$700,000
$1,140,000
$950,000
$3,000,000
3. Why does property reporting prefer the median?
It is easier to calculate
House prices are skewed, so a few very expensive sales distort the mean
It updates more often
It includes unsold listings
4. The median rose this month. What does that reliably tell you?
Every house gained value
The middle sale price was higher, which may be a change in what sold
Values rose by that percentage
Sales volumes increased
5. What problem does a House Price Index solve?
It adjusts for the changing mix of properties sold
It includes properties that did not sell
It removes the need for valuations
It predicts future prices
6. You want to know whether values are rising. Which measure is better?
The median
The House Price Index
The mean
The average CV
7. What is a CV for?
Telling you what your house is worth today
Allocating the council's rates bill among ratepayers
Setting the minimum sale price
Determining how much a bank will lend
8. Every CV in your district rises 20%. What happens to your rates?
They rise 20%
Roughly unchanged, since rates depend on your value relative to others
They fall 20%
They double
9. Which indicator often turns before prices do?
The CV
Sales volumes and days to sell
The mean sale price
The national median
10. What best indicates what your own house is worth?
The national median
Recent comparable sales of similar properties nearby
Your CV plus the regional percentage change
Current asking prices in your street

Sources: REINZ for the median, House Price Index and days to sell, Stats NZ for housing statistics methodology, and your local council for rating valuations and revaluation dates. The worked example uses illustrative figures to show the effect of skew.

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