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ROI CalculatorRoot Cause Analysis is a systematic problem-solving technique that is a part of quality management and operations compliance process, where it helps identify the root cause of failures, deviations, and accidents.
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Visible Symptoms (Surface level) |
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Contributing Factors (Intermediate level) |
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Root Cause (Systemic layer) |
Processing anomalies are bound to occur when manufacturing, administration, engineering, or enterprise technology is involved. However, one factor that distinguishes successful organizations from those that continue to fail in terms of compliance is the response to anomalies. Superficial responses tend to focus only on containment, which resolves the problem by tackling the visible symptom but ignores the underlying vulnerability that exists. RCA changes this perspective within organizations from one that reacts to incidents to one that analyzes and investigates them.
The goal behind an RCA process should be to figure out the exact reason why a failure occurred, what processes were bypassed to lead to that failure, and what needs to be done to ensure that the same failure does not happen again. This ensures that organizations do not keep making the same mistakes over and over, thus saving money by reducing material loss, rework, fines, and downtime. Moreover, regulatory agencies such as the FDA, as well as global standards agencies such as ISO, require organizations to conduct root cause analysis before taking corrective actions.
The proper root cause analysis will refrain from subjective guessing and speculative intuition and rely on a number of diagnostic techniques based on the data collected to map the path to failure:
5 Whys Analysis: The interrogative technique in which the problem is stated, followed by asking ‘Why’ repeatedly, thus discovering consecutive layers of cause and effect and gradually identifying the root cause of an issue. This allows us to reveal the human error and get past it to a systematic process failure.
Ishikawa Diagram (Cause-and-effect diagram or Fishbone diagram): It is a structural visualization technique that identifies the potential causes of failure by classifying the possible sources of failure along different vectors, such as machine, method, material, manpower, measurement, and context.
Failure Mode & Effects Analysis (FMEA): This is another proactive technique that analyzes each stage of the process with respect to failure modes, scoring each with severity, probability of occurrence, and probability of detection.
Fault Tree Analysis (FTA): It is a deductive analysis of the failure that follows a top-down approach to illustrate the specific combination of hardware failure and human mistake leading to the catastrophe.
The defense-oriented, compliance-driven Root Cause Analysis operates within a very rigid cycle of operations. The cycle starts immediately after detecting the incident in the form of immediate containment, wherein affected goods, locking down the software code, or stopping production lines can help mitigate further damage. Meanwhile, an investigation team formed from across different functions collects empirical evidence through analyzing automated system log reports, taking samples, reviewing environmental monitoring charts, and conducting unbiased interviews.
After securing all evidence for the analysis process, the investigative team utilizes one or more of the methodologies outlined above to pinpoint the verified root cause. The last stage of this operation is crucial in ensuring that the discovery of the root cause translates into a CAPA Plan that measures the long-term impact of the corrective action and ensures that the root cause has been entirely mitigated or eliminated.