West Campus Integrity Indexhonest tools for UT students · the data decides
Working paper · v0.1 · methodology-public

A grade for the housing students can't grade.

Abstract

More than four in five UT Austin undergraduates live off campus, most of them in the private towers around West Campus. A student signs a 12-month lease worth $15,000 or more, months before move-in, usually at eighteen and often before seeing the unit. The landlord has signed thousands of these leases. The student has signed one. The information a student would use to choose well is either controlled by the landlord or missing: review scores are highest among people who only toured, the tour shows a model unit, and no public agency rates the building. The one record the landlord cannot edit is the city's code-complaint file, and it shows West Campus generating roughly 1,800 complaints a year. Our proposal is simple: grade every building by one published rule, back each grade with primary-source records, and rebuild it automatically so it outlasts any single class of students. This paper sets out the problem, shows why the signals students have now do not work, explains the method, and applies it to one building, Rise at West Campus.

1 There is a problem, and it is on the public record.

Every code complaint in West Campus is logged by the City of Austin and published as open data.1 A landlord can hide a bad review, or decline to renew a tenant who keeps complaining, but cannot pull a case out of the city's file. Figure 1 is that file, counted month by month since the data begins.

0 2,000 4,000 6,000 8,000 10,000 202420252026202720282029 Year Cumulative complaints (since Jan 2024) ~8,268 projected at current pace → 4,063
Figure 1. Cumulative code complaints in the West Campus study area: the running total since January 2024, one point per month. We start in January 2024 because the city's open complaint feed went live only in July 2023. Citywide, it recorded under ten complaints a month before that month and thousands after, so 2023 is a half-year of data and nothing earlier exists in this dataset. The line rises through each school year and flattens each summer, when students move out and reporting drops off. The solid line is the record through June 2026 (4,063 complaints so far). The dashed line continues at the same 12-month pace; it is a projection, not a forecast. At that pace West Campus passes about 8,268 cumulative complaints by the end of 2028, and that count is only the fraction of problems that ever reach the city. Source: Austin 6wtj-zbtb, captured July 4, 2026.

These are not paperwork complaints. They are about building conditions: property-abatement and structure-condition cases lead the list, which the Appendix breaks down in full. A separate city dataset, 311 service requests, shows the same pattern. The problem is already written down. The rest of this paper is about why a student cannot see it at the one moment that matters, which is before they sign.

2 Why the problem persists: a market that hides quality.

Economists have a name for a market where the seller knows the quality and the buyer does not: a market for lemons. George Akerlof's 1970 result is that when buyers cannot tell good from bad, they will only pay the average price, so good sellers leave and quality drifts down.2 West Campus fits that description, and three local conditions make it worse.

Experience is one-sided

The landlord writes the lease and has signed thousands of them. The student signs one, usually at eighteen, sometimes without seeing the unit. One side has done this many times. The other side has not done it at all.

The buyers rotate out

Students move through in about two years. What one class learns about a building leaves with them when they graduate, so the next class starts over and pays for the same lessons again. The landlord is the only party that remembers.

Demand is captive

More than four in five UT undergraduates live off campus,3 because the university houses only a small share. Freshmen and transfers who do not get on-campus housing have to sign an off-campus lease quickly, inside a tight fall leasing window. Supply is not catching up: a 2024 city effort to add student housing produced 911 income-restricted beds, against more than 24,000 UT students on financial aid.10 A buyer who has to sign, and has to sign now, has little room to walk away.

3 Why every signal a student has today fails.

Students do try to check before they sign. The problem is that every signal available to them is either controlled by the landlord or does not exist. Here is each one.

Google reviews: highest from people who never lived there

A star rating looks like the one honest signal. We read all 132 Google reviews for Rise at West Campus and sorted each one by who wrote it: a person who had toured, or a person who had actually lived there.9 The two groups describe different buildings.

On a tour / prospect avg 4.96★ · n=28
5★ 27
4★ 1
3★ 0
2★ 0
1★ 0
Actually lived there avg 1.59★ · n=54
5★ 7
4★ 0
3★ 1
2★ 2
1★ 44
Figure 2. The same building, split by who wrote the review. All 28 tour reviews are 4 or 5 stars, averaging 4.96. Residents average 1.59, with 44 of 54 at one star. The public average of 3.1 stars blends the two groups and matches neither. For the record, 7 residents did leave 5 stars, and we count those too.
tour review, 5★

I had an amazing time touring with   . She was so kind and energetic. It definitely made the apartment environment more friendly and makes you want to sign immediately because of her great energy!

resident review, 1★

I'd give this place 0 stars if I could. This place promises "luxury living" and I've received the complete opposite. The office staff was great only in the very beginning and after that I have received attitude and little help from them after my two years of living here. One of the building managers even acted in a very unprofessional…

resident review, 1★

Rise? More like Fall into Abyss. Genuinely. The title speaks volumes. The management at this place is absolutely unreliable in any way. Regardless if the issue is communicated in person, call, or email, trust you will never receive an answer. Out of all things, my apartment complex ghosting me should be the least of my worries. Needless…

We are not claiming any review is fake. We are showing a pattern: the positive reviews come from people at the tour or move-in stage, and the negative ones come from residents. The footnote links the FTC rule on solicited and deceptive reviews.5 We redact employee names in resident reviews because we grade buildings, not people.

Touring the building: you see a showroom, not your unit

You tour in the spring, for a lease that starts in August. A leasing agent, whose job is to close, walks you through a staged model unit or a cleaned-up vacant one. You will not be assigned that unit. You see the gym, the lobby, and the rooftop. You do not see how long a work order sat open last winter, whether the elevator runs in month nine, or what your actual floor sounds like at 2 a.m. The tour is the in-person version of the tour reviews in Figure 2, and it scores high for the same reason.

Official UT resources: help after you sign, not before

UT points students to an off-campus housing listings site and to Student Legal Services, which reviews leases and helps with disputes. Both are useful, and neither helps you choose. The listings are posted by the landlords themselves and carry no complaint history or condition rating. Student Legal Services can only step in after you have signed and something has gone wrong. Nothing the university offers lets a student compare two buildings on condition before signing.

Word of mouth: real, but thin and short-lived

The signal that actually works is an older student who lived in the building. But you may not know one, and if you do, she lived in a different unit, maybe on a different floor, maybe under the management company that ran the building before this one. Her experience tells you about her lease, not the unit you will be assigned. In two years she graduates and that knowledge is gone. Word of mouth is real, but it is thin, luck-dependent, and it resets with every class.

4 The proposal: grade the buildings, publish the rule.

The fix is straightforward. If buyers cannot tell buildings apart, publish a grade that lets them. Put one grade on every building, computed by the same published rule, with the underlying records linked so anyone can check them. This has been done before. In 2010 New York City required restaurants to post a letter grade in the window, scored by a public rule.4 In the years after, the share of restaurants earning an A rose from 31% to 46%, and in a city survey 88% of New Yorkers said the grade affected where they ate. Diners did not start inspecting kitchens. They read the letter in the window. A student signing a lease has no equivalent, and there is no good reason they shouldn't.

In one line: grade the operator behind each building, by the same public rule, so a student can read the record they otherwise can't get to.

5 How the method works.

Three rules do the work, and none of them ask you to trust us.

A

Every fact traces to a primary source

Complaint counts come from the city's open data. Ownership comes from the county appraisal district and the Texas Comptroller. We publish nothing about a specific building until its full record is verified against those sources. City records are reproduced with links to the originals, and our own scoring is labeled as analysis and kept separate from the facts.

B

We trace ownership to the operator, not the sign out front

Buildings get renamed and restyled, but the operator stays the same. So we trace each building from its parcel, to the owner of record, to the legal entity, to the operator that runs it (Figure 3). Because the grade attaches to the operator, renaming a building does not erase its record.

C

The scoring is asymmetric, on purpose

A high complaint count is strong evidence of a problem. A low count is weak evidence of quality, because tenants underreport when the landlord controls their lease renewal. So a clean record reads as "no adverse public record found," which is not the same as an endorsement.

Parcel0212010347
Owner of record (TCAD)CA STUDENT LIVING AUSTIN III, LLC
Legal entity (TX SOS)ARTICLE STUDENT LIVING AUSTIN III, LLC
OperatorArticle Student Living
Figure 3. The ownership chain for Rise at West Campus, from parcel to operator. The building's name can change. The grade attaches to this chain, not to the name. 67

6 Worked example: Rise at West Campus.

Here is the method applied to one building. Rise, at 2206 NUECES ST, is operated by Article Student Living, and the ownership chain in Figure 3 is verified against primary records. Its public file:

112
code complaints on this parcel1
1.59★
resident review average (54 residents)
4.96★
tour-review average (28 prospects)
3.1★
the public blend that hides both

In December 2023 a burst pipe left Rise residents without water, and local news covered it.8 An event like that shows up in resident reviews and in the city file. It does not show up on a tour. None of this is a grade. It is the public record for one building, in one place, which a student cannot currently assemble on their own.

Composite grade: withheld

We are not printing a letter grade here, on purpose. The scoring weights are not published yet, and our rule is that no grade ships until the weights are public and applied the same way to every building. The records above stand on their own until then.

A Appendix: the supporting public record.

The totals behind §1, shown in full so the argument can be checked, not just asserted.

What the complaints are actually about (study area)

Complaint typeCount
Property Abatement 2,134
Structure Condition Violation(S) 1,541
Land Use Violation(S) 1,105
Work Without Permit 197
Structure Condition Violations 1

A second city dataset shows the same thing: 311 service requests

10,195
Code / Water / Energy 311 requests since 2020
Request typeCount
Austin Code - Request Code Officer 5,148
AE Street Light Issue - Address 1,035
ACD - Request Code Officer 934
AW - Water Conservation Violation 600
Street Light Issue- Address 578
Austin Code - Coronavirus 503

Full building- and operator-level files, each backed by its own receipts, are published at /buildings and /operators. Method detail lives at /methodology.

§ References

  1. City of Austin — Code Complaint Cases (Socrata dataset 6wtj-zbtb). Austin Open Data Portal. Study-area extract captured July 4, 2026. data.austintexas.gov/d/6wtj-zbtb
  2. Akerlof, G. A. (1970). "The Market for 'Lemons': Quality Uncertainty and the Market Mechanism." Quarterly Journal of Economics, 84(3), 488–500. doi.org/10.2307/1879431
  3. UT Austin off-campus share. No single UT-official figure is published; sources converge on the low-to-mid 80s%. Fall 2025 enrollment ~55,000 (utexas.edu/about/facts-and-figures) against roughly 7,400 residence-hall beds implies ~87% off campus; local reporting cites ~83%. KVUE / Austin American-Statesman.
  4. NYC restaurant letter grades. NYC Dept. of Health & Mental Hygiene, "Letter Grading for Restaurants" (program since July 2010), nyc.gov. Effect study: Wong, M. R., et al. (2015). "Impact of a Letter-Grade Program on Restaurant Sanitary Conditions and Diner Behavior in New York City." American Journal of Public Health, 105(3), e81–e87. doi.org/10.2105/AJPH.2014.302404. Classic precedent: Jin, G. Z., & Leslie, P. (2003). "The Effect of Information on Product Quality." QJE, 118(2), 409–451.
  5. Federal Trade Commission (2024). "Trade Regulation Rule on the Use of Consumer Reviews and Testimonials," 16 CFR Part 465; 89 Fed. Reg. 68034 (Aug. 22, 2024), effective Oct. 21, 2024. No private right of action. ftc.gov
  6. Travis Central Appraisal District — owner of record, parcel 0212010347 (CA STUDENT LIVING AUSTIN III, LLC). TCAD appraisal roll.
  7. Texas Secretary of State (SOSDirect) — entity filing 0804016830, name change to ARTICLE STUDENT LIVING AUSTIN III, LLC.
  8. FOX 7 Austin — reporting on the December 2023 water outage at Rise at West Campus.
  9. Google Maps reviews — Rise at West Campus. Manual capture of all 132 reviews, star ratings reconciled from saved page source; classified by reviewer perspective. Showcase/forensic sample, not a scraped feed.
  10. Swiatecki, C. (2024). "City eyes code amendments to increase affordable housing for UT students." Austin Monitor, Apr. 16, 2024. austinmonitor.com — the University Neighborhood Overlay produced 911 income-restricted beds against 24,000+ students on aid; West Campus rents cited up to ~$1,500/mo.
  11. Corroborating student account (Reddit, r/UTAustin). [link pending — DereChen post]