Sadly today police are not often viewed in the best light. Not all officers are bad or are guilty of misconduct. However many people think a few bad ones spoil them all and while it is not true perception is everything. When officers are apart of misconduct, bad behaviors and other negative incidents this ruins community trust and support. Early intervention systems have surfaced as a useful tool in managing the risk of misconduct by police. As stated earlier its only a small amount of officers that are responsible for citizen complaints. These complaints are comprised of use of physical force and other infractions. (2020) When indicators are monitored or risk related outputs by officers so to speak. Administrators can then recognize or identify actions of officers that are symptomatic or are problomatic indicators of possible police misconduct. Research shows that typically misconduct is skewed across a small group of officers at any given time. Officers who participate in misconduct aften have similar histories concerning age and pre-employment. It is found these things build over time they do not just happen out of the blue. This makes it very important to identify problems lying in wait. Such things as officer bias, not understanding policies, supervisors with poor supervisory skills any problems that could trigger or add to future events unfolding. It is prdent to look for any traits, actions or performance issues that raise speculation. These are the factors that snowball over time and lead to ubfortunate events. (2020 respond to this discussion question in 150 words .