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.

Check our similar posts

Top 10 Disadvantages of Spreadsheets

Fraudulent manipulations in company Excel files have already resulted in Billion-Dollar losses. The main underlying reason behind this spreadsheet vulnerability is the inherent lack of controls, which makes it so easy to alter either formulas, values, or dependencies without being detected.


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1. Vulnerable to Fraud

Of all the spreadsheet disadvantages listed here, this is perhaps the most damaging. Fraudulent manipulations in company Excel files have already resulted in Billion-Dollar losses. The main underlying reason behind this spreadsheet vulnerability is the inherent lack of controls, which makes it so easy to alter either formulas, values, or dependencies without being detected.

2. Susceptible to trivial human errors

While fraud will always be a threat to spreadsheet systems, there is a more significant threat that should make you seriously consider getting rid of these outdated systems. And that is its extreme susceptibility to even trivial human errors. Missed negative signs and misaligned rows may sound harmless.

But when they damage investor confidence or cause a considerable loss of opportunity amounting to millions of dollars (Are we serious? Google up ?spreadsheet horror stories? to find out), you should understand that it?s time to move on to better alternatives.

3. Difficult to troubleshoot or test

So how about testing spreadsheets to mitigate the risks of items 1 and 2? Good luck. Spreadsheets just aren?t built for that. It?s not uncommon to have interrelated spreadsheet data scattered across different folders, workstations, offices, or even geographical locations.

Worse, even if you are able pinpoint the locations of every related file, tracing the logic of formulas from one related cell to another can take ages. It?s pretty obvious now how you?ll also encounter a similar problem when troubleshooting questionable data.

4. Obstructive to regulatory compliance

Combine items 1, 2, and 3, and what do you get? A big headache impacting regulatory compliance. There are number of regulations that have a serious impact on the use of spreadsheets.

Some of the many regulations that impact spreadsheet systems include:

And to think it looks like regulatory bodies are just getting warmed up. Over the last two decades, we’ve seen a surge in regulations that directly affect spreadsheet-based systems. Now, you tell me that you haven?t wished there was a better way to beat regulatory compliance deadlines. Well, if you?re still using spreadsheets, then there certainly is a better way.

5. Unfit for agile business practices

We’re now in an age when major changes are shaping and reshaping the business landscape. Mergers and Acquisitions, Management Buyouts, earthquakes, tsunamis, hurricanes, uprisings, climate change, new technologies, and so on. If your business is not agile enough to adapt to such changes, it could easily be left behind or even face extinction.

Spreadsheets are normally created by individuals who have not the slightest know-how regarding software documentation. In the end, spreadsheet files become highly personalised user developed applications. So when it?s time for a new person to take over as part of a large scale business change, the newcomer may have to start from scratch.

Read further about Implementing Large-Scale Business Change

 

6. Not designed for collaborative work

Planning, forecasting, budgeting, and reporting are all collaborative activities. In other words, plans, forecasts, budgets, and reports typically require information from different individuals belonging to different departments. In addition, the final documents are a result of multiple exchanges of data, ideas, and files.

Now, if your company?s offices are scattered throughout the country or if certain team members are separated by large distances, the only way to exchange data stored in spreadsheets is through email.

Experience will tell you that such a method of exchange is susceptible to duplicate and even erroneous data. Team members will tend to find it hard to keep track of similar files going back and forth, and sometimes even end up sending the wrong version.

7. Hard to consolidate

When it comes to simple data entry and quick ad hoc data analysis tasks, spreadsheets are highly favoured by end users. This has made them one of the most ubiquitous office tools on the planet. But as a consequence, data in spreadsheet-based systems are distributed throughout the organisation.

So when it’s time to generate reports, you’ll really have to go through a slow consolidation process. In most cases, end users would have to collect data from different files, summarise them, and submit the same to their department heads through emails, portable storage media (e.g. CDs or USB flash-drives), or by copying to a commonly shared network folder.

Department heads would have to undergo a similar process before submitting them to their own superiors. This has to go on until all the information reaches their organisation’s top decision makers. Throughout the entire consolidation process, data is subjected to numerous error-prone activities such as copy-pasting, cell entry, and range specification.

8. Incapable of supporting quick decision making

In a spreadsheet-based environment, extracting data from different departments, consolidating them, and summarising the information so that it could aid the company’s top brass in making sound decisions can be very time consuming.

And because we know how susceptible spreadsheets are to errors, everyone involved in the information processing has to be ultra careful to keep the integrity of the data intact. Hence it would be prudent to enforce double-checking as much as possible.

This extra but necessary exercise can further delay the process. So, when the final information arrives at the hands of the top executive, he may not have much time to work with. (Read about Business Intelligence)

9. Unsuited for business continuity

As mentioned earlier, data in spreadsheet systems are never kept in a single place. In fact, it’s the exact opposite. The worse thing about it is that they’re always in the hands of non-IT personnel, who are understandably not familiar with storage and backup best practices.

Thus, if a major disaster strikes, full data recovery can be very difficult if not impossible. As a consequence, even if the company has financial reserves, the absence of data (e.g. accounts receivable records, customer records, and inventory) to work on can prevent the company from making a quick restart.

10. Scales poorly

As an organisation grows, data in spreadsheet-based systems get more distributed; subsequently compounding the issues outlined above. It is absolutely not advisable for a large organisation to keep using spreadsheets.

 

More Spreadsheet Blogs

Spreadsheet Risks in Banks

Top 10 Disadvantages of Spreadsheets

Disadvantages of Spreadsheets – obstacles to compliance in the Healthcare Industry

How Internal Auditors can win the War against Spreadsheet Fraud

Spreadsheet Reporting – No Room in your company in an age of Business Intelligence

Still looking for a Way to Consolidate Excel Spreadsheets?

Disadvantages of Spreadsheets

Spreadsheet woes – ill equipped for an Agile Business Environment

Spreadsheet Fraud

Spreadsheet Woes – Limited features for easy adoption of a control framework

Spreadsheet woes – Burden in SOX Compliance and other Regulations

Spreadsheet Risk Issues

Server Application Solutions – Don’t let Spreadsheets hold your Business back

Why Spreadsheets can send the pillars of Solvency II crashing down

 

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Successful Engineer Communication With FieldElite

Technological innovations have been on the rise in the recent past. Our news media are awash with new technologies that are being released in almost every industry. From smart buildings to sophisticated gadgets, every industry has a technological invention to flaunt. 

One area in which technology has blossomed is the field service. In the field service management, things have moved a notch higher. Right from communication, document management, monitoring and evaluation, to information storage, nothing remains where it was a couple of years ago. You no longer have to carry clipboards around to do your inspections or pile files in the office. You no longer have to wait for your field service employees to return to the office before you can receive reports. By using a field service management software like FieldElite, you have it all done at a click. 

With FieldElite, you’ve got everything under control right from the comfort of your office. Provided you’re doing what you need to do and posting updates using the app, the rest will fall into place. Your employees will receive updates from you and vice versa. If there is a client who needs attention, they can easily issue a request through the app and the next available field service officer who?s within proximity will pick it up and attend to the customer?s needs. 

Everything is just a click away. Sounds great, right?

FieldElite is a robust field service management software that’s packed with a wide array of tools meant to simplify communication between the office and the field service employees. With FieldElite, you can reach all your engineers at one go. 

Below are a few of the communication features that make FieldElite the software of choice when it comes to field service management.

Simplified Communication

It’s very important to stay in touch with your engineers in the field to monitor the ongoing activities. For this reason, you need to choose a platform that doesn’t complicate the process. You don’t want important information to reach your team late. That would drag your activities.

Fast and effective communication is, therefore, very key in field service. FieldElite has consequently been made to simplify communication in the field service. Its simplicity can be compared to the usual consumer messaging apps. On the back-end, however, there are very many complex procedures executed through refined algorithms meant to process information and generate instant reports for engineers, supervisors, and the rest of the company team members.  

With the FieldElite app, communication is as easy as dropping a message in the team members? inbox. Again, the app?s communication system is centralised and, thus, every communication trail is easily retrievable. You don’t need different apps for messaging, audio and video calling, and document sharing. You have it all in FieldElite. Simply put, FieldElite is an all-in-one field service management tool that ropes in all essential digital modes of communication. 

But what’s the benefit of having all work-related communication in one place? 

With an all-in-one communication platform like FieldElite, you’ll cut down on wasted time and field tech frustration. Again, any urgent information will reach your engineers on time, and none of them will be left out. What’s more? With effective communication, expect the performance of your team to shoot up. 

Consistent Communication

Field technicians, in this case engineers, need to be kept on toes to get the job done. You can only achieve this by communicating with them more often. Therefore, you need a field service management platform that can offer you that. Most field service management software facilitates constant communication with team members in the field. Even so, not all are as good as you expect. So, you’ve got to be a bit more critical when choosing a field service management software for your business. 

A good field service management software is one that enables you to regularly check in with field techs to make sure that they have everything they need. With FieldElite, you can achieve more than this. FieldElite app allows you to communicate with your engineers from time to time through messages, calls, or shared documents. Again, the team gets information at the same time. 

So, how important is regular communication with your business? 

Keeping in touch with your team members in the field helps you build strong relationships with them. Additionally, you can easily spot areas that need improvement that otherwise could have been hidden from your viewpoint. What’s more? Employees feel valued when you check on them from time to time. As a result, this will boost their overall productivity, which contributes positively to the well-being of your business.

So, take your business to another level by making use of FieldElite communication tools to reach out to your engineers at any time.

Two-Way Communication

Communication in field service can only be successful if you can get feedback from your field techs. As such, the field management software should make it easier for your engineers to notify you of anything that needs urgent attention. With the FieldElite app?s communication features, your engineers can give you real-time updates from any device. The app is compatible with any android device, and, therefore, the field techs can use their smart handsets to communicate important information. 

The messaging and calling features are easy to manipulate, and with a little training, anyone can use them easily. Again, FieldElite allows you to make group calls or send many messages at the same time. Therefore, in case you?d like to talk to the entire team, you can choose to make a group call or send out bulk messages. 

Real-Time Updates

With FieldElite, you don’t need to wait until you meet your team to communicate any changes. You can notify your team on any work-related changes anytime, and as many times as is necessary. The good thing about FieldElite is that the information reaches all your engineers instantly and at the same time. Provided there?s strong network coverage, you’ll not have to deal with delayed communication. Again, your field techs can always get back to you in case they need clarifications on some matters.

Timely updates are very necessary for field service management. Field techs that get real-time updates tend to be more productive than those who get information late. At least they can make necessary changes on time to avoid wasting time on tasks that aren’t urgent. Therefore, make use of FieldElite communication features to keep your engineers updated.

Would you like to take your business to another level? Well, it’s time to improve communication with your field techs. Get the FieldElite android app for successful communication with your engineers.

Risk Assessment

Risk assessment is a vital component in BC (Business Continuity) planning. Through risk assessment, your company may determine what vulnerabilities your assets possess. Not only that, you’ll also be able to quantify the loss of value of each asset against a specific threat. That way, you can rank them so that assets that are most likely to cripple your business when say a specific disaster strikes can be given top priority.

However, a poorly implemented risk assessment may also cost you unnecessary expenditures. Many risk assessors are too enthusiastic in pointing out risks that, at the end of the assessment, they tend to over-appraise even those having practically zero probability of ever occurring.

We can assure you of a realistic assessment of your assets’ risks and propose cost-effective countermeasures. These are the things we can do:

  • Identify your unsafe practices and propose the best alternatives.
  • Perform qualitative risk assessment if you want fast results and lesser interruptions on your operations.
  • Perform quantitative risk assessment if you want the most accurate depiction of your risks and the corresponding justifiable costs of each.
  • Conduct frequency and consequence analysis to identify unforeseen harmful events and determine their effects to various components of your organisation and its surroundings.

We can also assist you with the following:

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