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What factor is causing this simple query to take so long?

I have a pretty straightforward SELECT query that joins several tables on integer primary keys and ends in a very simple WHERE clause of "where table1.IsActive = 1".  I am injecting artificial data in my tables to test the performance of the query.  If I have 1,000 rows in each table, the time does not even register, taking less than a second to execute.  However, if I have 10,000 rows in each table, the execution time jumps up to 18 seconds, even on repeat executions.  I have tried replacing the selected columns with a count(*), but that also does not affect the execution time.

If I completely remove the WHERE statement, the query speeds back up to 0 seconds.  I do not consider 10,000 rows to be a lot of data.  I tried the Database Engine Tuning Advisor, but it is not offering any index suggestions.  I would be happy to add more indexes if it would help, since these tables are not updated often.

This is a SQL Server 2008 R2 server.  Shouldn't SQL Server be able to run faster with this size of dataset?  What am I missing? 


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