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How We Gather (and How to Interpret) Our Data

Our tables rating individual companies will be more valuable to you if you know how the data were gathered and how they should be interpreted.

Opinion Surveys

We regularly survey area CHECKBOOK and Consumer Reports subscribers for their feedback on services they have used. We sometimes also survey subscribers to various other websites and publications and survey a sampling of other area consumers. On our surveys, we ask consumers to rate their experiences with companies they had most recently used on several aspects of service. Our ratings tables show the percent of each company’s surveyed customers who provided a rating of “superior” (as opposed to “inferior” or “adequate”) for questions on our survey. We sometimes also report the percent of surveyed customers who rated each company “adequate” or “superior” (as opposed to “inferior”) for the “overall quality” question on our survey.

We have included on our ratings tables all of the companies for which we received at least 10 ratings on our customer surveys. If a company is not listed on our ratings tables, it simply means we did not receive at least 10 ratings for it.

Since many companies were rated by rather small numbers of raters, small differences between two firms in the percentage of raters who gave a particular rating (say, “superior”) should be ignored. The table below gives a rough guide to minimum differences you should look for in deciding on one company over another.

When using these survey data, remember that the questions are to some degree subjective and that the differences among companies might be explained by differences in the personalities, backgrounds, critical standards, and other characteristics of the raters or by biases these raters might have.

Price Index Scores

To compute our price index scores, we calculated an average price for each job or item for all the companies that quoted on that job or item. Next we compared each company’s price to the average. One company might come in at 120 percent of the multi-company average for a particular job, and another company might come in at 90 percent. We took each company’s percentage score on each job or item, standardized it, and assigned a weight to each job or item, based on our judgment. We then averaged the standardized, weighted percentage scores to find how the company compared to other companies overall. Finally, we multiplied this overall percentage score by a flat dollar amount, say, $100.

The price index score, then, is intended to indicate the relative prices we found for the companies, adjusted to the base of this flat dollar amount. These index scores are imperfect for various reasons: for instance, the jobs or items checked may not be representative; the weighting of various jobs or items in the index may not accurately reflect typical expenditure patterns; and the number of jobs or items is small.

Timeliness of the Data

All of the data must be interpreted in view of timeliness. Our customer survey data are from surveys conducted from January 2005 to June 2014. Survey respondents were asked to report on experiences in the preceding year. The data from our surveys of companies were collected from November 2012 to February 2013. Our price data were collected from August to November 2012.

For the most part, our tables include companies for which we collected 10 or more ratings on our customer survey during the customer survey period mentioned above, but we do not report data for periods prior to companies’ changes of name and ownership. As a result, some large companies are not listed at all. If only name or ownership changed, we do report the data. Changes subsequent to the dates listed above may not be taken into account.

Top Ratings

We give checkmarks to companies that score highest on a scoring system that we devise for each service field. Our scoring systems weight the various data in our tables and text based on our subjective judgment of their importance. Since the scores are based entirely on information presented, you can apply your own subjective judgments, and decide whether you prefer companies we have not given checkmarks. Where we do not have important data on a company, we cannot give our checkmark.


A Rough Guide for Deciding Whether the Difference Between Two Percentages is Important If one company had this number of ratings: And a second company had this number of ratings: Do not give much importance to the difference between the frequency with which the two companies experience a particular rating or result unless the difference is at least this many percentage points:
Assuming the average of the two companies' percentages is 50 percent 10
30
60
120
10
30
60
120
45
26
18
13
Assuming the average of the two companies' percentages is 80 percent 10
30
60
120
10
30
60
120
36
21
15
10

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