The Better Way of Applying Benford’s Law for Fraud Detection

Applying Benford’s Law on large collections of data is an effective way of detecting fraud. In this article, we?ll introduce you to Benford’s Law, talk about how auditors are employing it in fraud detection, and introduce you to a more effective way of integrating it into an IT solution.

Benford’s Law in a nutshell

Benford’s Law states that certain data sets – including certain accounting numbers – exhibit a non-uniform distribution of first digits. Simply put, if you gather all the first digits (e.g. 8 is the first digit of ?814 and 1 is the first digit of ?1768) of all the numbers that make up one of these data sets, the smallest digits will appear more frequently than the larger ones.

That is, according to Benford’s Law,

1 should comprise roughly 30.1% of all first digits;
2 should be 17.6%;
3 should be 12.5%;
4 should be 9.7%, and so on.

Notice that the 1s (ones) occur far more frequently than the rest. Those who are not familiar with Benford’s Law tend to assume that all digits should be distributed uniformly. So when fraudulent individuals tinker with accounting data, they may end up putting in more 9s or 8s than there actually should be.

Once an accounting data set is found to show a large deviation from this distribution, then auditors move in to make a closer inspection.

Benford’s Law spreadsheets and templates

Because Benford’s Law has been proven to be effective in discovering unnaturally-behaving data sets (such as those manipulated by fraudsters), many auditors have created simple software solutions that apply this law. Most of these solutions, owing to the fact that a large majority of accounting departments use spreadsheets, come in the form of spreadsheet templates.

You can easily find free downloadable spreadsheet templates that apply Benford’s Law as well as simple How-To articles that can help you to implement the law on your own existing spreadsheets. Just Google “Benford’s law template” or “Benford’s law spreadsheet”.

I suggest you try out some of them yourself to get a feel on how they work.

The problem with Benford’s Law when used on spreadsheets

There’s actually another reason why I wanted you to try those spreadsheet templates and How-To’s yourself. I wanted you to see how susceptible these solutions are to trivial errors. Whenever you work on these spreadsheet templates – or your own spreadsheets for that matter – when implementing Benford’s Law, you can commit mistakes when copy-pasting values, specifying ranges, entering formulas, and so on.

Furthermore, some of the data might be located in different spreadsheets, which can likewise by found in different departments and have to be emailed for consolidation. The departments who own this data will have to extract the needed data from their own spreadsheets, transfer them to another spreadsheet, and send them to the person in-charge of consolidation.

These activities can introduce errors as well. That’s why we think that, while Benford’s Law can be an effective tool for detecting fraud, spreadsheet-based working environments can taint the entire fraud detection process.

There?s actually a better IT solution where you can use Benford’s Law.

Why a server-based solution works better

In order to apply Benford’s Law more effectively, you need to use it in an environment that implements better controls than what spreadsheets can offer. What we propose is a server-based system.

In a server-based system, your data is placed in a secure database. People who want to input data or access existing data will have to go through access controls such as login procedures. These systems also have features that log access history so that you can trace who accessed which and when.

If Benford’s Law is integrated into such a system, there would be no need for any error-prone copy-pasting activities because all the data is stored in one place. Thus, fraud detection initiatives can be much faster and more reliable.

You can get more information on this site regarding the disadvantages of spreadsheets. We can also tell you more about the advantages of server application solutions.

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Benefits of Energy Savings Opportunity Scheme (ESOS)

More than just building energy, improving skills and undertaking audits, Energy Savings Opportunity Scheme works beyond. ESOS adheres to policy coherence, provides information to raise awareness, facilitates energy efficiency market and encourages adoption of appropriate energy efficiency measures.

Generally, ESOS is great for energy professionals and businesses. And in the current situation of UK?s energy industry, this new scheme is a substantial help. The key is to know the benefits that ESOS provides, understand how it can affect you, learn how to maximise its potential and make a big difference. Here?s to explore the highlights of ESOS.

Who benefits from ESOS?

Energy Savings Opportunity Scheme covers non-SME enterprises which includes UK businesses having more than 250 employees; even those with employees fewer than 250 but have annual turnover of more than ?50m and balance sheet exceeding ?43m; or those professionals that belong to a large enterprise. This is in accordance with what Article 8 of the EU Derivative provides.

What are the benefits of ESOS?

ESOS provides opportunities to enhance an organisation’s energy efficiency strategy, of which the benefits include:

Economic Growth and Competitiveness

The implementation of energy efficient measures increases local employment in the labour markets. Consequently, this taps the labour potential and drives economic growth.? In a lower carbon economy, businesses need to develop green projects to maintain economic competitiveness as well. ESOS is strategic approach initiated by the UK government to push technological innovation and energy investments.

Cost Savings and Emission Reductions

ESOS is flexible in such a way that it combines energy policies and innovations tailored to every organisation’s need. The energy efficiency measures taken, resulting from the scheme, quickly cuts down both carbon emissions and energy bills at cheapest possible ways.

Managing Energy Demand

ESOS provides energy security to UK by reducing the energy consumption of enterprises. With this, the economy would be more efficient and less exposed to international energy market volatility. Also, this will lead to more savings from less future investment in energy infrastructure.

Getting your Management Performance Noticed

If you are an energy professional, you will benefit from ESOS by exploiting it ?to boost your charisma towards the company directors. You can show them how the scheme works and how it can save your company substantial costs. Managing energy with ESOS can help an organisation grow. Nevertheless, you are the key person designated to get the project done and achieve success.

How can ESOS make a difference?

More than anything else, ESOS can make a huge change. True to its name, it provides large enterprises the opportunity to manage energy wisely, reduce overhead costs and promote responsible corporate energy consumption.

The International Energy Agency said that investing in energy efficiency leads to growth, additional jobs, competent budgets on public spending and enhanced industry productivity. If you are an energy and environment professional or a non-SME business entity, you hold the impulse to act. Aside from all those excellent business benefits that you get to enjoy, you will be able to contribute a portion towards achieving UK?s national carbon target of 80% in CO2 by 2050.

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Understanding Carbon Emissions

Carbon emission is one of the hottest issues in the world of energy and environment today. While it is supposedly an essential component of the ecosystem, it has already become a large contributing factor to climate change. Carbon emission might be good but abuse of this natural process has made it harmful to people across the globe.

This series of articles aims to help people understand the intricacies of carbon emission and what society can do to efficiently manage this natural occurrence.

Natural Carbon Cycle

Two important elements in the carbon cycle are carbon, which is present in every living thing all over the world; and oxygen, which is found in the air that people breathe. When these two bond together, they create a colourless and odourless greenhouse gas known as carbon dioxide, which is then crucial to trapping infrared radiation heat in the atmosphere and also for weathering rocks.

Carbon is not only found in the atmosphere of the earth. It is also an element found in oceans, plants, coal deposits, oil and natural gas from deep down the earth?s core. Through the carbon cycle, carbon moves naturally from one portion of the earth to another. Looking at this scenario, one can see that the natural carbon cycle is a healthy way to release carbon dioxide into the air in order to be absorbed again by trees and plants.

Altered Carbon Cycle

The natural circulation of carbon among the atmosphere is vital to humankind. However, studies show that humans misuse this natural cycle and abuse it instead. Whenever people burn fossil fuels such as coal, oil and natural gas, they produce carbon dioxide ? which is an excess addition to the natural flow of carbon in the environment. The problem is that the release of carbon dioxide is much more than what plants and trees can re-absorb. People are not only adding CO2 to the atmosphere, they are also influencing the ability of natural sinks, such as forests, to remove it from the atmosphere. Humans alter the carbon cycle by contributing doubled or tripled greenhouse gas to the atmosphere, faster than nature can ever eliminate. Worst, nature?s balance is destroyed.

The Result

Greenhouse gases include carbon dioxide, methane, nitrous oxide, fluorinated gas and other gases. Although these gasses contribute to climate change, carbon dioxide is the largest greenhouse gas that humans emit. The reason why people talk about carbon emissions most, is because we produce more carbon dioxide than any other greenhouse gas.

The increasing amount of carbon emissions cause global warming to become more evident. All the extra carbon dioxide causes the earth?s overall temperature to rise as well. As the temperature increases, climate also changes unpredictably. Flood, droughts, heat waves and hurricanes are now widely experienced even in places where these phenomenon never used to happen.

To be able to reduce the risk of more severe weather conditions means burning less fossil fuels and shifting more to renewable sources. This is never easy. But, definitely, it’s worth a try.

How FieldElite helps Plumbers

While most people think that running a plumbing business is a very easy job, things are a bit different on the ground. The job goes beyond the dropping by a client’s home and fixing a few pipes. In addition to the actual plumbing work, a plumbing business also involves managing quotes, invoicing customers, dispatching field service workers, and accounting, among others. Undertaking all these operations manually is extremely demanding. Besides the tedious work that it is, you’re likely to end up with a ton of errors. 

However, you can overcome these challenges by employing technology. The use of field service management software allows you to automate tasks. Consequently, you no longer have to deal with paperwork, delayed responses to customer requests, or double assignment of tasks.

If you’re wondering which field service management software to use, FieldElite is your best bet. FieldElite is feature-rich, and it gives you way more than the simple automation of the daily operations of your plumbing business.  

Below are some of the top benefits you’ll reap by using FieldElite to run your plumbing venture.  

Convenient Scheduling

Scheduling is an important aspect of the plumbing industry. Just like other field techs, plumbers would require tasks to be dispatched on time, which is only made possible by proper scheduling. With FieldElite, managers can easily schedule single and recurring tasks for the right plumber in a matter of seconds. 

On the other hand, plumbers can also view the available jobs and job information in the FieldElite easy to use App that’s available for Android, and confirm scheduled jobs. They can also accept these jobs using their smartphones and respond to service requests instantly.

Apart from getting the scheduled tasks, the FieldElite scheduling and dispatch feature is integrated with GPS functionality so that plumbers can get information on where to go next, and the optimal route to take from their mobile phones. 

The scheduling and dispatch feature also gives plumbers the information on the specific tools required for the job to allow them to get the tools in between appointments and schedules. 

Central Data Storage

Just like other field service industries, plumbing also involves big data. Handling data manually would mean more errors for your plumbing business, which will only impact negatively on your business. To eliminate such errors, go paperless with FieldElite. 

You can view everything from one place with FieldElite?s dashboard feature, including information about your plumbers and the scheduled tasks. On the other hand, your plumbers can access job details and the pending tasks from a central place. 

Plumbers can also get service requests from customers on the FieldElite mobile app from wherever they are. All the requests are stored in a central place, making the response to customer requests easier. The end result is satisfied customers, opening doors for return orders. 

In case of an update, all plumbers receive notifications at the same time and, where necessary, respond promptly to the requests. They can update the office instantly with job status changes from a central place. 

Convenient Reporting

Reporting is part of the tasks that plumbers have to do after completing the assigned job. As a manager, you expect your plumbers to keep you updated on the status of each assignment. Reporting on paper is time-consuming, and that’s why you need the services of FieldElite. 

With FieldElite reporting feature, sending over completed job reports is only a few clicks away. Plumbers can generate reports on the mobile app and keep the office staff updated on the status of the job. Using FieldElite, you can capture customer signatures and add attachments to the job status and send them instantly using the mobile app available on Android. 

Since they can do instant reporting via the mobile app, the plumbers can proceed to attend to new service requests as soon as they’re done without having to first come back to the office to submit their reports. 

Effective Communication

Timely communication is very essential if you’re working with field technicians. Since you’ll not always be with them in the field, it’s always important to establish a proper communication channel to ensure information reaches your plumbers in time. Here, you can get much more with FieldElite, including communication automation to remind customers of appointments.

With FieldElite field service management software, plumbers receive notifications through the mobile app. The notifications can be for anything from new task requests, requests for alterations, emergencies, and more. On the other hand, office-based staff gets to access the reports once the plumber completes their given task. 

That means the plumbers in the field and the office-based team gets communication instantly, enabling them to see and manage their workloads. For this reason, plumbers can complete multiple tasks within a short time, thus improving their overall productivity.

Scalability

The biggest question for most entrepreneurs when they want to buy management software is scalability. Businesses grow and incorporate new activities that would also require to be managed from a centralised system. Where that’s not possible, the business would have to move all their information from one system to a more robust one. 

With FieldElite, however, you’re safe. It works perfectly well for startups as well as large-sized plumbing businesses. It allows you to focus on the areas that your organisation covers now, but also lets you add new areas as you introduce them into your business. Moreover, FieldElite is also receiving regular updates to that bring it up-to-speed with new technologies and new ways of doing things, meaning that your business will be in a position to take advantage of the latest and more productive features. 

From the benefits mentioned above, it’s quite clear that your plumbing industry greatly needs the services of a field service management software. Your plumbers too need easier time working on their assigned tasks, adding to the reasons why you need to integrate FieldElite in your plumbing business.

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