@Darsh Kumar
Have you lived in Wichita very long?
For $500k that'd almost put you at the top of the market - when you go to sell your house you'll have a helluva time getting rid of it. From what I've seen and I'm sure some realtors can chime in - but I'd spitball anything $200k and lower is prime as there just isn't much to choose from (if you are thinking about resale and how fast you can move later on as most Dr's it seems like complete their residency in town ... if that's what you're doing....then move shortly thereafter)
Anyways if that's the high end of your budget you have the pick of wherever you want to live.
I did the whole roommate situation - but will tell you this - as someone pointed out - Wichita is fairly affordable so IMO having done the roommate situation there here's my perception.
You either need to offer a KICKAxx space (which a $500k house would do) to get a roommate or it needs to be pretty affordable - or a combo of both. If you have a 5 bedroom house even in a $500k house I do not think it is even conceivable that you would rent all the rooms - I'd only bank on one or two roommates - and since Wichita is what I'd call a little big town - most people aren't going to want to live with someone they really don't know.
I think you're most realistic situation is buy a very nice duplex (there are a few from time to time that are high end) that will come for sale - live in one half and rent out the other where they should make a vast majority of your mortgage payment and live for nearly free.
Secondly - buy an affordable house (if your intent is to move in a short time span so below $250k or so) and then only bank on having one or two roommates and only charging them $750 or less depending on how nice the place is - unless you have a large base of friends that are willing to live with you.
Just my .02 -- and best of luck!!! (Also pay attention to the school system if you plan on moving a house for resale later and moving away - Maize, Goddard, Andover are probably going to be the most sought after school districts -- any house in those districts under that $250k or maybe 200k price point and is "move in ready" and updated will MOVE quick - so be ready to look at and place an offer the same day. I dont think that aspect of the market has changed. There's plenty of 4 and 5 bedrooms in that price point or maybe something with an unfinished basement that you can later have finished.