Dear Gousalya,
Identifying the root cause and counseling can have some effect. However, in my opinion, an incentive scheme will bring about a significant change.
Recommendation for Attendance Incentive Scheme
I would recommend that you consider a lucrative attendance incentive scheme. I have annexed a suggested attendance incentive format for your perusal. The rules for earning the incentive can be framed by you. The monetary payments are only indicative, and you can modify the cash outflow depending on your company's capacity to pay.
The sheet considers fortnightly eligibility. In other words, you can permit them to avail one day leave in the first half (15 days of the month), in addition to their weekly off. If it exceeds one day, they become ineligible. The same rule is followed for the second half of the month (15-16 days) as the case may be.
If the employee avails two days in either half but still restricts it to two days in a month, even then you can consider granting full attendance incentive as she has not availed more than two days in a month.
If she avails one day in either half and avails more than one day in the other half, she is eligible for the attendance incentive for the period in which she restricted her leave to one day and loses the attendance incentive for the other half.
If she continues to earn the attendance incentive month after month, she gets an increased benefit.
If she loses the attendance incentive during a period, she starts from stage one as you can see from the worksheet. This system has been very effective as it provides extra earnings for them for reporting to work without fail.
You can also include that they will earn the attendance incentive only if they report for work on time (of course, you can consider granting some grace time).
Regards,
M.V. Kannan