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ExplainerCRE Valuation· Updated · 3 min read· in Real Estate

Using Repeat-Sales Indices to Track Diverging Office and Multifamily Property Values

As central business district office properties and multifamily assets chart increasingly different trajectories, commercial real estate price indices rely on repeat-sales methodologies to capture the shift.

By Dev Anand

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In short

  1. Commercial real estate indices reveal a growing valuation divergence between CBD office and multifamily properties.
  2. Major benchmarks use a repeat-sales methodology to track the exact same properties across multiple transactions.
  3. Value-weighted indices are heavily influenced by large, expensive assets like downtown office towers.

The commercial real estate market is no longer moving as a single monolith, and the indices that track it are exposing a historic divergence between central business district (CBD) office properties and multifamily assets. As remote work patterns stabilize and housing demand shifts, these two foundational pillars of institutional real estate are charting entirely different valuation paths.[3]

For real estate investment trusts (REITs) and institutional buyers, understanding this split requires looking under the hood of the major commercial property price indices (CPPI). Unlike the stock market, where equities trade millions of times a day and provide instant price discovery, commercial buildings change hands infrequently, making valuation a complex mathematical exercise.

To solve this, industry benchmarks like the CoStar Commercial Repeat-Sale Indices (CCRSI) and the MSCI Real Capital Analytics CPPI rely on a repeat-sales methodology. This approach measures price changes by tracking the exact same property across multiple transactions over time, isolating genuine market appreciation or depreciation from the noise of varying asset qualities.[1]

The methodology is rigorous. When a property is sold more than once, a "sales pair" is created. The price difference between the first and second sale forms the basis of the index's movement. This is the most academically defensible standard for controlling selection bias at a portfolio scale, ensuring that a sudden rush of high-end trophy asset sales does not artificially inflate the broader market's perceived health.[1]

Repeat-sales indices track the exact same property across multiple transactions to isolate genuine market appreciation.

However, how these indices weigh those sales pairs fundamentally alters the picture they paint of the office and multifamily sectors. To provide a comprehensive view, indices are typically published in two distinct formats: equal-weighted and value-weighted.

In an equal-weighted index, a $5 million suburban apartment complex influences the metric exactly as much as a $500 million downtown office tower. This format is highly effective at capturing the health of secondary and tertiary markets, where transaction volume is high but individual deal sizes are smaller.[1]

Conversely, a value-weighted index gives proportional influence to the dollar size of the transaction. Because CBD office buildings are typically massive, high-value assets, they exert a gravitational pull on value-weighted indices. When CBD office valuations face downward pressure due to elevated vacancy rates and shifting corporate footprints, the value-weighted composite index often drags, even if the broader number of total market transactions remains stable.[2]

This structural difference explains why investors often see conflicting headlines about the health of commercial real estate. A value-weighted index might show the market cooling rapidly due to a few heavily discounted CBD office trades, while an equal-weighted index might show resilience driven by steady, smaller-scale multifamily transactions.[3]

Value-weighted indices give larger, more expensive properties more influence over the metric, while equal-weighted indices treat every transaction equally.

The divergence between office and multifamily assets is particularly stark in major metropolitan areas. Historically, strong urban job growth fueled simultaneous demand for both downtown office space and nearby apartment units, linking the two asset classes in a shared cycle of appreciation.[2]

Today, that correlation has weakened. While multifamily properties have seen periods of stabilization supported by demographic demand and the high cost of single-family homeownership, the office sector continues to recalibrate as businesses optimize their physical footprints.

For REIT investors, this decoupling means that broad, composite commercial real estate indices are less useful than sector-specific sub-indices. Tracking the multifamily sub-index against the CBD office sub-index provides a much clearer picture of where capital is flowing and where risk is concentrated.[1]

Ultimately, a commercial real estate valuation is a projection, and its defensibility comes from traceability. By relying on transaction-based indices rather than purely appraisal-based models, the market gains a transparent, albeit sometimes delayed, view of how different asset classes are weathering the current economic cycle.[3]

Key terms

Commercial Property Price Index (CPPI)
A standardized metric used to track the valuation changes of commercial real estate assets over time.
Repeat-Sales Methodology
An analytical approach that calculates market trends by comparing the previous and current sale prices of the exact same properties.
Value-Weighted Index
A market index where the impact of a transaction is proportional to its dollar value, giving expensive properties more influence.
Equal-Weighted Index
A market index where every transaction affects the overall metric equally, regardless of whether the property sold for $1 million or $100 million.
Central Business District (CBD)
The commercial and business center of a city, typically characterized by a high concentration of office towers and corporate headquarters.

Reader questions

What is a repeat-sales index?

It is a pricing benchmark that measures market changes by tracking the price difference of the exact same property across multiple sales over time, ensuring a true apples-to-apples comparison.

Why do value-weighted and equal-weighted indices show different results?

Value-weighted indices give larger, more expensive properties (like downtown office towers) more influence over the metric, while equal-weighted indices treat every transaction equally, regardless of price.

How does the CBD office market affect broader commercial indices?

Because CBD office buildings are typically high-value assets, their price fluctuations disproportionately impact value-weighted composite indices, sometimes masking the performance of smaller asset classes like multifamily.

Where opinion splits

Institutional Investors

Focuses on value-weighted metrics to gauge the health of major capital allocations.

Large-scale pension funds and sovereign wealth funds heavily utilize value-weighted indices because their portfolios are concentrated in high-value trophy assets, particularly CBD offices. For these investors, the outsized impact of a $200 million office trade accurately reflects their exposure risk, even if it obscures the health of the broader, lower-middle market.

Private Market Buyers

Relies on equal-weighted indices to track the velocity of everyday transactions.

Regional syndicators and private buyers operating in the $5 million to $20 million range argue that equal-weighted indices provide a truer pulse of the real estate economy. Because this segment is heavily invested in suburban multifamily and neighborhood retail, they view the drag of massive CBD office discounts as irrelevant to their daily operational reality and asset valuations.

Data Analysts & Economists

Advocates for separating composite indices into sector-specific benchmarks.

Market researchers emphasize that combining office and multifamily data into a single composite index is increasingly misleading. They argue that the structural decoupling of how people work and where they live requires analysts to evaluate these sectors in isolation, using repeat-sales data to track the widening spread between residential resilience and commercial office recalibration.

Institutional Investors 35%Private Market Buyers 35%Data Analysts & Economists 30%
Institutional Investors
Focuses on value-weighted metrics to gauge the health of major capital allocations.
Private Market Buyers
Relies on equal-weighted indices to track the velocity of everyday transactions.
Data Analysts & Economists
Advocates for separating composite indices into sector-specific benchmarks.

Perspectives this story doesn't cover

  • Retail Property Owners
  • Industrial Real Estate Developers

Sources

Source coverage

3 outlets

3 viewpoints surfaced

Institutional Investors 35%Private Market Buyers 35%Data Analysts & Economists 30%
  1. [1]CoStar GroupData Analysts & Economists

    CoStar Commercial Repeat-Sale Indices (CCRSI)

    Read on CoStar Group →
  2. [2]Moody's CREData Analysts & Economists

    Loyalty to An Urban Lifestyle: Office and Multifamily Divergence

    Read on Moody's CRE →
  3. [3]Factlen Editorial TeamData Analysts & Economists

    Synthesis by Factlen editorial team

    Read on Factlen Editorial Team →
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