Yes, it could. If the battery gets too low it may not start.
dead battery
It needs battery power, fuel, compression and spark to start and run. You are missing one of those.
Not likely but possible.
Low battery is the most likely cause. You need to find out why the battery is low.
Low voltage. Clicking is the starter solenoid. Low battery on the good car, bad cables or a bad connection. If they are all good, then the solenoid may be bad.
Low battery or power surge
try checking the battery cables
Even after I put a new battery the car would not start easily. Please help.
Yes, the battery may be defective is you cannot jump start the car. The battery may also be so low as to need to be charged some before you attempt to start the car. Put a charger on the battery and see if it will accept a charge.
If the oil is low in your car, it can eventually cause your car to stall and not start. It can also kill your engine.
Your battery is low. You probably has to replace the battery. Or maybe the starter motor solonoid is faulty