High Quality Data
What does Accuracy mean in High Quality data?
The data should be free from errors and must accurately represent the real-world scenario it is supposed to depict. Inaccurate data can lead to incorrect decisions and actions.
What is the definition of Data Storytelling?
Data storytelling is a methodology for communicating information, tailored to a specific audience, with a compelling narrative.
What is a near miss in your words?
OSHA: A near-miss is a potential hazard or incident in which no property was damaged and no personal injury was sustained, but where, given a slight shift in time or position, damage or injury easily could have occurred.
What is the first step in a hazard identification?
The first step is recognizing potential unsafe condition or behaviour.
Workers Compensate for Unsafe Conditions
Fact: It's wrongly assumed that workers will naturally adjust their behavior to compensate for unsafe conditions. However, without proper safety measures and training, workers are often unaware of the risks until it's too late.
What does Consistency mean in High Quality data?
Data should be consistent across all platforms and systems. Inconsistent data can cause confusion and lead to incorrect interpretations.
Look for causation, Consider third variables and Theoretical Plausibility
Who created the near miss Triangle?
Herbert William Heinrich
This is the term for the detailed investigation following a workplace incident, which seeks to uncover the root cause, rather than just the immediate reason, for why the incident occurred to prevent future occurrences
Tripod-Beta Incident Analysis
Workplace incidents are unavoidable
Myth: Work-related incidents can be prevented by identifying hazards, implementing effective safety measures, providing adequate training, and promoting a safety-conscious culture within the organisation.
Why is timely data important?
Prompt action, help identify trend, allocation of resources.
Why should you know your audience in data storytelling?
Knowing your audience in data storytelling is crucial because it ensures that the story you tell is relevant, understandable, and engaging for the specific group you're addressing. Different audiences have varying levels of expertise, interests, and reasons for engaging with your data.
What triggers a near miss?
Unsafe Conditions, Poor Communication, System and equipment failure, Lack of or inadequate Safety Procedures, Environmental factors
What is the most common injury in the workplace worldwide?
Slip, trip, falls.
Safety signs is proven to reduce incidents in the workplace by 80%
Fact: A study found in the Huffington post shows that Safety signs reduce accidents in the workplace by 80%. It makes sense doesn’t it, can you imagine driving around with no traffic lights or stop signs.
Why is Accuracy important in High Quality data?
Informed decision making, Risk Assesment, Regulatory Compliance, Trend Analysis, Trust and Credibility.
What are the 3 most important things when preparing to present your data?
Know your audience, tell a story, call to action
Why is near miss reporting important?
Near miss reporting is crucial because it serves as an early warning system, identifying potential hazards and issues before they result in accidents or injuries. By analyzing these incidents, organizations can proactively address risks, implement preventative measures, and foster a culture of safety and continuous improvement.
What happens after hazards are identified?
Once unsafe conditions or behavior are identified, they are assessed for their potential risk. This involves determining the likelihood of a similar incident occurring and the severity of its potential consequences.
Minor Incidents Don’t Need to be Recorded
Myth: All incidents matter, even small ones where nobody gets hurt. Near misses and minor accidents are often warning signs of hidden issues, and they give you an opportunity to react before a major accident occurs.
What are the consequences of untimely data?
Outdated data can lead to decisions that are not reflective of the current situation.
Why is data storytelling important?
Data storytelling is important because it transforms complex and often abstract data into a compelling narrative that is understandable and engaging. It bridges the gap between raw data and actionable insights by presenting information in a way that emphasizes relevance and context
What is the definition of a near miss in Falck?
An unplanned on uncontrolled work-related incident or event that has not resulted in any injury but had the potential to do so in other circumstances.
What is the Pareto Principle?
The Pareto Principle, also known as the 80/20 rule, states that roughly 80% of effects come from 20% of causes in many situations. Often, a small percentage of hazards are responsible for a large percentage of incidents. This 80/20 rule, known as the Pareto Principle, frequently applies to safety data, suggesting that addressing a few key issues could significantly improve overall safety.
Young and new workers are at a higher risk of workplace accidents.
Fact: Statistics indicate that workers in their first month on the job are over three times more likely to suffer a workplace injury than those with over a year of experience.