{"id":64,"date":"2026-02-05T19:05:09","date_gmt":"2026-02-05T19:05:09","guid":{"rendered":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/?post_type=chapter&#038;p=64"},"modified":"2026-08-17T22:02:20","modified_gmt":"2026-08-17T22:02:20","slug":"ch-11-ist","status":"publish","type":"chapter","link":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/chapter\/ch-11-ist\/","title":{"rendered":"CH 11 &#8211; IST"},"content":{"raw":"<h1>INTRODUCTION<\/h1>\r\n<h2>Information Systems<\/h2>\r\n<img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-300x164.png\" alt=\"IT in your life\" width=\"368\" height=\"201\" class=\"wp-image-673 alignright\" style=\"font-size: 18.6667px\" \/>\r\n\r\nYou checked your phone this morning. Your bank already knew you woke up. Netflix already knew what you'd watch tonight. Amazon already has a box ready to ship before you even know you want it. That's not magic. That's information systems.\r\n<p data-start=\"1740\" data-end=\"1856\">The jobs you will have in five or ten years will rely even more on data, technology, and systems than they do today. Understanding information systems now is not about becoming a tech expert. It is about being ready for the future of business.<\/p>\r\n<p data-start=\"1266\" data-end=\"1311\">Information systems turn data into decisions.<\/p>\r\n<p data-start=\"1313\" data-end=\"1351\">And in business, better decisions win.<\/p>\r\n\r\n\r\n<hr \/>\r\n\r\n<div class=\"textbox\">\r\n<h1 style=\"text-align: center\"><strong>CHAPTER OUTLINE<\/strong><\/h1>\r\n<p style=\"text-align: center\">11.1: <strong>What Is an Information System?<\/strong><\/p>\r\n<p style=\"text-align: center\">11.2: <strong>Types of Information Systems<\/strong><\/p>\r\n<p style=\"text-align: center\">11.3: <strong>Data vs. Information vs. Knowledge<\/strong><\/p>\r\n<p style=\"text-align: center\">11.4: <strong>Hardware and Software Basics<\/strong><\/p>\r\n<p style=\"text-align: center\"><strong>11.5: Networks\u00a0<\/strong><\/p>\r\n<p style=\"text-align: center\">11.6: <strong>Databases<\/strong><\/p>\r\n<p style=\"text-align: center\">11.7: <strong>Cybersecurity and Privacy<\/strong><\/p>\r\n<p style=\"text-align: center\">11.8: <strong>Ethical and Social Issues in IS<\/strong><\/p>\r\n<p style=\"text-align: center\">11.9: <strong>IS in the Real World<\/strong><\/p>\r\n\r\n<\/div>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.1 What is an Information System?<\/h1>\r\n<\/header>An<strong><span>\u00a0<\/span>information system<\/strong><span>\u00a0<\/span>(IS) is a combination of hardware, software, data, people, and processes that work together to collect, store, and share information. It\u2019s not just a computer. It\u2019s the whole setup that helps people and organizations make decisions and get things done.\r\n\r\nEvery business you interact with runs on information systems. When you order from DoorDash, swipe your debit card, or register for classes at school, an information system is working behind the scenes to make that happen.\r\n<h3>IS vs. Just \u201cComputers\u201d<\/h3>\r\nA lot of people hear \u201cinformation systems\u201d and think it just means computers. But IS is bigger than that. A computer is a piece of hardware. An information system includes the software running on it, the data being stored, the people using it, and the rules for how it all works together.\r\n<div class=\"textbox\">Think of it this way: your laptop is hardware. Google Docs is software. The essay you saved is data. You are the person. The process is how you write, save, and share that file. Altogether, that\u2019s a basic information system.<\/div>\r\n&nbsp;\r\n<h2>Underestimating the \u201cSystem\u201d part of Information Systems<\/h2>\r\nConsider the story of Knight Capital Group.\r\n\r\n<span class=\"citation-31 citation-end-31\">Before 2012, Knight Capital was a titan on Wall Street.<\/span><span>\u00a0<\/span><span class=\"citation-30\">They were a \u201c<\/span><span class=\"citation-30\">Market Maker<\/span><span class=\"citation-30 citation-end-30\">,\u201d meaning they provided liquidity by constantly buying and selling stocks. They handled about 10% of all U.S. equity trading and were the largest trader in the U.S., moving billions of dollars every single day. They were a \u201chigh-frequency trading\u201d firm, relying on incredibly fast Information Systems to make tiny profits on millions of trades.<\/span>\r\n<p id=\"p-rc_0088b94d11436f83-34\" data-path-to-node=\"7\"><span class=\"citation-26 citation-end-26\">In July 2012, Knight was preparing for a new program at the New York Stock Exchange.<\/span><span>\u00a0<\/span><span class=\"citation-25\">They updated their software on<span>\u00a0<\/span><\/span><span class=\"citation-25\">7 out of their 8 servers<\/span><span class=\"citation-25 citation-end-25\">.<span>\u00a0<\/span><\/span><span class=\"citation-24\">A technician forgot to update the<span>\u00a0<\/span><\/span><span class=\"citation-24\">8th server<\/span><span class=\"citation-24 citation-end-24\">.<\/span><span>\u00a0<\/span><span class=\"citation-23 citation-end-23\">That server still had a piece of \u201cdead code\u201d from 2003 \u2013 a test program called \u201cPower Peg\u201d that had been dormant for nine years.<\/span><\/p>\r\n<p id=\"p-rc_0088b94d11436f83-36\" data-path-to-node=\"9\"><span class=\"citation-22 citation-end-22\">When the market opened at 9:30 AM on August 1st, the system sent orders to that 8th server.<\/span><span>\u00a0<\/span><span class=\"citation-21 citation-end-21\">The \u201czombie code\u201d woke up and began buying stocks high and selling them low, thousands of times per second.<\/span><\/p>\r\n<p data-path-to-node=\"10,0,0\"><span class=\"pullquote-left\">It executed 40 trades per second across 154 different stocks.<\/span><\/p>\r\n<p id=\"p-rc_0088b94d11436f83-37\" data-path-to-node=\"10,1,0\"><span class=\"citation-20\"><\/span><span class=\"citation-20 citation-end-20\">When engineers realized something was wrong, they tried to \u201croll back\u201d the software to the old version.<\/span><span>\u00a0<\/span><span class=\"citation-19\">This actually made it worse because it reactivated the zombie code on<span>\u00a0<\/span><\/span><i data-path-to-node=\"10,1,0\" data-index-in-node=\"189\"><span class=\"citation-19\">all<\/span><\/i><span class=\"citation-19 citation-end-19\"><span>\u00a0<\/span>the servers.<\/span><\/p>\r\n<p id=\"p-rc_0088b94d11436f83-38\" data-path-to-node=\"10,2,0\"><span class=\"citation-18\">By the time they physically shut the system down 45 minutes later, they had lost<span>\u00a0<\/span><\/span><span class=\"citation-18\">$440 million (<\/span><span class=\"citation-18 citation-end-18\"><em>nearly $10 million per minute!<\/em>) It wiped out the company\u2019s equity in under an hour.<\/span><\/p>\r\nThey went bankrupt shortly after.\r\n\r\n<img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-300x195.jpg\" alt=\"Knight Financial Group COLLAPSE\" width=\"300\" height=\"195\" class=\"size-medium wp-image-720 aligncenter\" \/>\r\n<div class=\"textbox\">\r\n<h6><strong>The Lesson<\/strong><\/h6>\r\nAn Information System is only as good as its implementation and maintenance.\r\n\r\nIn a modern business, your Information System IS your business. If the system isn\u2019t managed with rigorous checks, balances, and \u201ckill switches,\u201d the business can be destroyed before a human manager even has time to finish their morning coffee.\r\n\r\n<\/div>\r\n&nbsp;\r\n\r\n<b data-path-to-node=\"15,0\" data-index-in-node=\"0\">*Fun Fact:<\/b><span>\u00a0<\/span><em>Because of this event, the SEC (Securities and Exchange Commission) passed the \u201c<a href=\"https:\/\/www.finra.org\/rules-guidance\/guidance\/reports\/2022-finras-examination-and-risk-monitoring-program\/market-access-rule\">Market Access Rule,<\/a>\u201d which basically legally requires firms to have \u201ckill switches\u201d to prevent algorithms from going rogue.<\/em>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.2 Types of Information Systems<\/h1>\r\n<\/header>Not all information systems do the same job. Different types of IS are built for different levels of a business and different kinds of decisions.\r\n<ul>\r\n \t<li><strong>Transaction Processing Systems (TPS):<span>\u00a0<\/span><\/strong>These handle the day-to-day stuff. Every time someone swipes a card at Target, places an order on Amazon, or checks in at a hotel, a TPS records that transaction. Speed and accuracy are everything here.<\/li>\r\n \t<li><strong>Management Information Systems (MIS):<span>\u00a0<\/span><\/strong>These pull data from TPS and turn it into reports that managers can use. Instead of looking at every individual sale, an MIS shows you total sales by region, by week, or by product. It\u2019s about summarizing data so managers can see what\u2019s going on.<\/li>\r\n \t<li><strong>Decision Support Systems (DSS):<span>\u00a0<\/span><\/strong>These help people make more complex decisions. A DSS might help a hospital figure out staffing needs based on patient volume trends, or help a retailer decide how much inventory to order based on seasonal patterns.<\/li>\r\n \t<li><strong>Executive Information Systems (EIS):<span>\u00a0<\/span><\/strong>These are designed for top-level leaders who need a big-picture view. Think dashboards with key metrics, charts, and summaries. A CEO doesn\u2019t need to see every individual transaction. They need to know: is the company growing? Where are we losing money?<\/li>\r\n<\/ul>\r\n\r\n<hr \/>\r\n\r\n<h3>Here are some more types:<\/h3>\r\n<img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic.png\" alt=\"types of IS\" width=\"800\" height=\"2000\" class=\"alignnone wp-image-679 size-full\" title=\"intellspot.com\" \/>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.3 Data vs. Information vs. Knowledge<\/h1>\r\n<\/header>\r\n<h3>These three words get used interchangeably all the time, but in information systems they actually mean different things.<\/h3>\r\n<div class=\"textbox\">\r\n\r\n<strong>Data:<span>\u00a0<\/span><\/strong>Raw, unprocessed facts. \u201c10,000\u201d or \u201cTuesday\u201d or \u201c68 degrees\u201d are data points. On their own, they mean nothing.\r\n\r\n<strong>Information:<span>\u00a0<\/span><\/strong>Data that has been processed and given context. \u201c10,000 people attended the concert on Tuesday when the temperature was 68 degrees\u201d is information.\r\n\r\n<strong>Knowledge:<span>\u00a0<\/span><\/strong>What you do with information. \u201cOutdoor concerts do best on mild weekday evenings. We should schedule more of them.\u201d That\u2019s knowledge.\r\n\r\n<\/div>\r\nBusinesses collect enormous amounts of data every day. The challenge is turning that data into information, and then into knowledge that actually helps them make better decisions.\r\n<div class=\"textbox textbox--examples\"><header class=\"textbox__header\">\r\n<h2 class=\"textbox__title\">IRL EXAMPLE<\/h2>\r\n<\/header>\r\n<div class=\"textbox__content\">Spotify collects data every time you skip a song, repeat a track, or let a playlist run. That data becomes information about your listening habits. That information becomes the knowledge that powers your Discover Weekly playlist.<\/div>\r\n<div class=\"textbox__content\"><em>Data to information to knowledge, all happening automatically.<\/em><\/div>\r\n<\/div>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.4 Hardware and Software Basics<\/h1>\r\n<\/header>\r\n<h3>Every information system runs on a foundation of hardware and software. You don\u2019t need to be a tech person to understand the basics.<\/h3>\r\n<div class=\"textbox\">\r\n<h2><strong>Hardware<\/strong><\/h2>\r\nHardware is any physical component of a computer system. It breaks down into four functions:\r\n<ul>\r\n \t<li>Input: Getting data into the system. Keyboards, touchscreens, cameras, and microphones are all input devices.<\/li>\r\n \t<li>Processing: The CPU (processor) takes that input and does something with it.<\/li>\r\n \t<li>Output: Showing or delivering the result. Your screen, speakers, and printer are output devices.<\/li>\r\n \t<li>Storage: Saving data for later. Hard drives, SSDs, and flash drives are storage devices.<\/li>\r\n<\/ul>\r\n<\/div>\r\n&nbsp;\r\n<div class=\"textbox\">\r\n<h2><strong>Software<\/strong><\/h2>\r\nSoftware is the set of instructions that tells hardware what to do. There are two main categories:\r\n<ul>\r\n \t<li>System software: Runs the machine itself. Windows, macOS, and iOS are operating systems.<\/li>\r\n \t<li>Application software: Runs specific tasks. Instagram, Excel, and Chrome are all applications.<\/li>\r\n<\/ul>\r\n<\/div>\r\n&nbsp;\r\n<div class=\"textbox textbox--examples\"><header class=\"textbox__header\">\r\n<h3 class=\"textbox__title\">EXAMPLE: THE CLOUD<\/h3>\r\n<\/header>\r\n<div class=\"textbox__content\">\r\n\r\nYou\u2019ve probably used the cloud without thinking about it. iCloud, Google Drive, and OneDrive are all cloud storage. Instead of saving files on your device, you\u2019re saving them on servers somewhere else that you access over the internet.\r\n\r\nFor businesses, the cloud is huge. It means they don\u2019t have to buy and maintain physical servers. They can scale up or down as needed and access their data from anywhere.\r\n\r\n<\/div>\r\n<\/div>\r\n<h2 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Cloud Computing: The Good and the Bad<\/strong><\/h2>\r\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">More and more companies are moving to cloud computing, and it is easy to see why. It saves money on physical servers, lets teams work from anywhere, and scales up or down based on what a business needs. But like any tool, it comes with real risks if it is not managed carefully.<\/p>\r\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The biggest concerns are security and data loss. When your data lives on someone else\u2019s servers, you are trusting that their security is strong enough to protect it. Sometimes it is not.<\/p>\r\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A real example: In January 2024, over 15 million Trello accounts were leaked. Trello is a project management app that tons of companies use to organize their work. Hackers found a weakness in Trello\u2019s public API and used it to pull user data including email addresses, full names, and usernames. Because so many businesses use Trello for team collaboration, that breach opened the door to phishing attacks and unauthorized access to sensitive company information. After the incident, Trello required authentication for API access to close the gap.<\/p>\r\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The takeaway is simple. Cloud tools are powerful and convenient, but businesses need to understand what they are signing up for. Storing sensitive data in the cloud without proper security practices is like leaving your front door unlocked because the neighborhood seems safe. It works until it does not.<\/p>\r\n\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.5 Networks<\/h1>\r\n<\/header>A network is two or more devices connected so they can share data. Networks are what make information systems actually useful at scale.\r\n<div class=\"textbox\">\r\n\r\n<strong>LAN (Local Area Network):<span>\u00a0<\/span><\/strong>A network within a small area, like your school or a single office building. The Wi-Fi at your house is a LAN.\r\n\r\n<strong>WAN (Wide Area Network):<span>\u00a0<\/span><\/strong>A network that covers a large area, like multiple office buildings across a city, or even across countries. The internet itself is the biggest WAN in the world.\r\n\r\n<\/div>\r\n&nbsp;\r\n<h2><strong>Why Networks Matter for Business<\/strong><\/h2>\r\nThink about what a store like Walmart needs to function. Every register needs to talk to inventory systems. Inventory systems need to talk to suppliers. Suppliers need to talk to logistics teams. None of that works without a network. Connectivity is not just a convenience for businesses. It is the entire infrastructure their operations run on.\r\n\r\n<hr \/>\r\n\r\nWhen a network goes down, business stops. That\u2019s why network reliability and security are top priorities for IT departments.\r\n\r\n<a href=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/role-of-the-IT-dept.svg\"><img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/role-of-the-IT-dept.svg\" alt=\"\" width=\"624\" height=\"351\" class=\"aligncenter wp-image-689 size-full\" role=\"img\" \/><\/a>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.6 Databases<\/h1>\r\n<\/header>A<span>\u00a0<\/span><strong>database<\/strong><span>\u00a0<\/span>is an organized collection of data that can be easily accessed, managed, and updated. Almost every information system you interact with is powered by a database.\r\n\r\nWhen you log into your school\u2019s student portal, it pulls your name, ID, schedule, and grades from a database. When you search a product on Amazon, the results come from a massive product database. When Spotify loads your library, that\u2019s a database too.\r\n\r\n&nbsp;\r\n<h2><strong>Structured vs. Unstructured Data<\/strong><\/h2>\r\n<ul>\r\n \t<li><strong>Structured data:<span>\u00a0<\/span><\/strong>Organized in a clear format, usually rows and columns. Think of a spreadsheet. Names, phone numbers, purchase dates. Easy to search and sort.<\/li>\r\n \t<li><strong>Unstructured data:<span>\u00a0<\/span><\/strong>Doesn\u2019t fit neatly into rows and columns. Photos, videos, emails, social media posts. This type of data is harder to analyze but makes up the majority of data in the world.<\/li>\r\n<\/ul>\r\n&nbsp;\r\n<div class=\"textbox\">\r\n<h3><strong>Why Databases Matter<\/strong><\/h3>\r\nBusinesses use databases to track customers, inventory, employees, transactions, and more. A well-designed database means faster searches, fewer errors, and better decisions. A poorly designed one causes slowdowns, duplicate records, and costly mistakes.\r\n\r\n<\/div>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.7 Cybersecurity and Privacy<\/h1>\r\n<\/header>The more a business depends on information systems, the bigger a target it becomes. Cybersecurity is the practice of protecting systems, networks, and data from attacks.\r\n\r\n&nbsp;\r\n<h2><strong>Common Threats<\/strong><\/h2>\r\n<ul>\r\n \t<li><strong>Phishing:<span>\u00a0<\/span><\/strong>Fake emails or messages that trick you into giving up your password or clicking a bad link. This is the most common way people get hacked<span>\u00a0<\/span><em>(Over 90% of cyberattacks start with a phishing email! 3.4 billion are sent every day!)<\/em><span>\u00a0<\/span>You\u2019ve probably seen these in your own inbox.<\/li>\r\n \t<li><strong>Pharming:<\/strong><span>\u00a0<\/span>A scam designed to steal your personal or financial information. Here is what makes it especially tricky: you do not have to click a suspicious link or make any obvious mistake. You type the correct website address into your browser, but malware already on your device quietly redirects you to a fake version of that site. The fake site looks real. You log in, enter your card number, or fill out a form, and that information goes straight to whoever set up the scam.\r\n<ul>\r\n \t<li>*<em>It is different from phishing because phishing tries to trick you into clicking something. Pharming works even when you do everything right. That is what makes it so dangerous.<\/em><\/li>\r\n<\/ul>\r\n<\/li>\r\n \t<li><strong>Malware:<span>\u00a0<\/span><\/strong>Malicious software designed to damage or gain access to a system. Viruses, worms, and spyware all fall under this category.\r\n<ul>\r\n \t<li>Viruses: Software that can be spread from one computer to another without the knowledge or permission of the computer user by attaching itself to emails or other files.<\/li>\r\n \t<li>Worm: Software that, unlike viruses, can spread on its own by using well-known vulnerabilities (unsecured points) to enter computer networks without being attached to other files.<\/li>\r\n \t<li>Spyware: Software that gets installed on your device without your knowledge or permission. Once it is there, it runs quietly in the background tracking what you do, what you type, what sites you visit, and sometimes even listening through your microphone or watching through your camera. More than 30% of all mobile devices are estimated to have some form of spyware on them, and most users have no idea.\r\n<ul>\r\n \t<li><em>Spyware often comes bundled with free apps, sketchy downloads, or links clicked without thinking. For businesses, spyware is a serious threat because it can capture login credentials, financial data, and internal communications without anyone noticing until the damage is done.<\/em><\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n<\/li>\r\n \t<li><strong>Data Breaches:<span>\u00a0<\/span><\/strong>When hackers get into a company\u2019s system and steal customer data. Companies like Target, Facebook, and T-Mobile have all experienced major breaches. Your personal info may have already been exposed in one.<\/li>\r\n<\/ul>\r\n<h2><\/h2>\r\n<h2><strong>Why Businesses Are Targets<\/strong><\/h2>\r\nBusinesses store enormous amounts of valuable data: credit card numbers, social security numbers, health records, and login credentials. That data is worth money on the dark web. A single breach can cost a company millions of dollars in fines, lawsuits, and lost customers.\r\n\r\n<hr \/>\r\n\r\n<div class=\"textbox\">\r\n<h6><strong>Basic Protection<\/strong><\/h6>\r\n<ul>\r\n \t<li>Strong passwords and two-factor authentication (2FA)<\/li>\r\n \t<li>Software updates \u2013 patches fix known vulnerabilities<\/li>\r\n \t<li>Employee training \u2013 most breaches happen because of human error, not technical failure<\/li>\r\n \t<li>Firewalls and encryption \u2013 tools that protect data in transit and at rest<\/li>\r\n<\/ul>\r\n<\/div>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.8 Ethical and Social Issues in IS<\/h1>\r\n<\/header>\r\n<h3>Technology moves fast. Laws and ethics don\u2019t always keep up. There are some serious questions about how information systems affect people and society that every business and every citizen should think about.<\/h3>\r\n\r\n<hr \/>\r\n\r\n<h2><strong>Data Privacy: Who Owns Your Data?<\/strong><\/h2>\r\nEvery time you use an app, you generate data. What you click, how long you look at something, where you are. Most people agree to terms of service without reading them, which often means giving companies the right to sell that data to advertisers.\r\n\r\nThe question of who actually owns your data is still being debated. The EU passed<span>\u00a0<\/span><a href=\"https:\/\/gdpr.eu\/what-is-gdpr\/\">the GDPR<\/a><span>\u00a0<\/span>(2016), one of the strongest data privacy laws in the world, requiring companies to get explicit consent before collecting data. The US has been slower to catch up.\r\n\r\n<a href=\"https:\/\/www.dlapiperdataprotection.com\/?c=US\">Data Protection Laws in the United States\u00a0<\/a>\r\n\r\n<hr \/>\r\n\r\n<h2><strong>The Digital Divide<img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-734x1024.png\" alt=\"the digital divide infograph\" width=\"734\" height=\"1024\" class=\"alignright wp-image-705 size-large\" \/><\/strong><\/h2>\r\nNot everyone has equal access to technology. The digital divide refers to the gap between people who have reliable access to the internet and devices and those who don\u2019t. This gap often falls along economic and geographic lines. Rural areas, low-income households, and developing countries are disproportionately affected. In a world where more and more opportunity lives online, this is a serious equity issue.\r\n\r\n<a href=\"https:\/\/online.maryville.edu\/blog\/examples-of-the-digital-divide\/\">Visual Examples of the Digital Divide.<\/a>\r\n\r\n<hr \/>\r\n\r\n<h2><strong>AI and Automation<\/strong><\/h2>\r\nInformation systems increasingly include AI that can do jobs that humans used to do. Self-checkout machines, chatbots, automated scheduling, and content recommendation algorithms are already reshaping the workforce. Some jobs are disappearing. New ones are being created. The challenge is that the new jobs often require different skills than the ones being replaced, which leaves some workers behind.\r\n\r\n<a href=\"https:\/\/www.us.logicalis.com\/insights\/blogs\/how-ai-and-automation-are-transforming-it-operations\">How AI &amp; Automation are Transforming IT Operations<\/a>\r\n\r\n<hr \/>\r\n\r\n<h2><strong>Workforce Change: Remote \/ Hybrid Work<\/strong><\/h2>\r\nWhere work happens has changed. High-speed internet, cloud computing, video conferencing, and collaboration platforms (Microsoft Teams, Zoom, and Slack) allow millions of employees to work from almost anywhere.\r\n\r\nRemote work offers several advantages:\u00a0 lower operating costs, increased flexibility, access to a larger talent pool. Employees often benefit from reduced commuting time, improved work-life balance, and greater flexibility in managing their schedules.\r\n\r\nHowever, remote work also presents challenges: Managers may struggle to maintain communication, monitor productivity, and build strong team relationships. Employees can experience feelings of isolation, difficulty separating work from personal life, and \u201cZoom fatigue\u201d from spending long hours in virtual meetings.\r\n\r\nInformation systems have made remote work possible, but organizations must carefully balance flexibility with collaboration, employee well-being, and organizational culture.\r\n\r\n<hr \/>\r\n\r\n<h2><strong>AI in Hiring<\/strong><\/h2>\r\nMany companies now use AI-powered software to screen resumes, rank applicants, analyze video interviews, and even predict which candidates are most likely to succeed. These systems can help organizations review thousands of applications quickly, reduce administrative work, and identify qualified candidates.\r\n\r\nHowever, using AI in hiring also raises important ethical concerns. AI systems learn from historical data, and if that data contains bias, the AI may unintentionally favor or disadvantage certain groups of applicants. In some cases, qualified candidates may be rejected simply because their resumes don\u2019t contain specific keywords that the software is programmed to recognize.\r\n\r\nAs a result, many experts argue that AI should support human decision-making rather than replace it entirely to make sure hiring decisions are fair, transparent, and based on the whole person rather than just an algorithm.\r\n\r\n<em>Did You Know? Studies estimate that more than 90% of large employers now use some form of applicant tracking system or AI-assisted screening before a human recruiter reviews many resumes.<\/em>\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\n<header>\r\n<h1 class=\"entry-title\">11.9 IS in the Real World<\/h1>\r\n<\/header>\r\n<p data-path-to-node=\"10,0,0\"><span class=\"pullquote-left\">Is Domino\u2019s a pizza company or a software company?<\/span><\/p>\r\n<img src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-300x300.png\" alt=\"dominos pizza logo\" width=\"300\" height=\"300\" class=\"size-medium wp-image-717 alignright\" \/>\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n<ul>\r\n \t<li>\r\n<p data-path-to-node=\"10,1,0\"><b data-path-to-node=\"10,1,0\" data-index-in-node=\"0\">The Reality:<\/b><span>\u00a0<\/span>Domino\u2019s has a larger percentage of employees in tech\/data than in many actual \u201ctech\u201d firms. Their \u201cAnyWare\u201d system allows ordering via tweets, smartwatches, and car dashboards.<\/p>\r\n<\/li>\r\n \t<li>\r\n<p data-path-to-node=\"10,2,0\"><b data-path-to-node=\"10,2,0\" data-index-in-node=\"0\">The Lesson:<\/b><span>\u00a0<\/span>Information Systems didn\u2019t just<span>\u00a0<\/span><i data-path-to-node=\"10,2,0\" data-index-in-node=\"44\">help<\/i><span>\u00a0<\/span>Domino\u2019s; it saved them from near-bankruptcy in 2008. It\u2019s the difference between a local pizza shop and a $17 billion global leader.<\/p>\r\n<\/li>\r\n<\/ul>\r\n<h3><\/h3>\r\n<h3><\/h3>\r\n<h3>*Information systems touch every department in a business.<\/h3>\r\n<div class=\"textbox\">\r\n\r\nHere\u2019s how:\r\n<ul>\r\n \t<li>Marketing: CRM software tracks customer behavior and helps marketers personalize messages. Tools like HubSpot or Salesforce are built on IS.<\/li>\r\n \t<li>Finance: Accounting software, payroll systems, and financial dashboards all rely on IS to track money in and out.<\/li>\r\n \t<li>Human Resources: HR platforms manage employee records, scheduling, performance reviews, and hiring pipelines.<\/li>\r\n \t<li>Operations: Supply chain management systems track inventory, shipments, and vendor relationships in real time.<\/li>\r\n<\/ul>\r\n<\/div>\r\n&nbsp;\r\n<h2><strong>E-Commerce and IS<\/strong><\/h2>\r\nOnline retail runs entirely on information systems. When you buy something on Amazon, an IS processes your payment, checks inventory, assigns a warehouse, routes the shipment, sends tracking updates, and updates your purchase history. All of that happens in seconds.\r\n\r\n<hr \/>\r\n\r\n<h2><strong>Careers in Information Systems<\/strong><\/h2>\r\nIS is one of the fastest-growing fields in the job market.\r\n<div class=\"textbox\">\r\n\r\nSome paths include:\r\n<ul>\r\n \t<li>Systems Analyst: Studies how organizations use tech and recommends improvements<\/li>\r\n \t<li>Database Administrator: Manages and secures company databases<\/li>\r\n \t<li>Cybersecurity Analyst: Protects systems from threats<\/li>\r\n \t<li>IT Project Manager: Oversees tech implementations and upgrades<\/li>\r\n \t<li>Business Intelligence Analyst: Turns data into insights for decision-makers<\/li>\r\n<\/ul>\r\n<\/div>\r\n&nbsp;\r\n\r\n<span class=\"pullquote-left\">You don\u2019t have to be a programmer to work in IS. Many roles focus on business strategy, communication, and problem-solving with technology as the tool.<\/span>\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n&nbsp;\r\n\r\n<hr \/>\r\n\r\n<h2 style=\"text-align: center\"><strong>Closing<\/strong><\/h2>\r\n<p style=\"text-align: center\">Information systems are the backbone of every organization running today. Understanding how data moves, gets stored, and turns into decisions gives you an edge in any career you choose. You're already living inside these systems.<\/p>\r\n<p style=\"text-align: center\">Now you know how they work.<\/p>\r\n...and the individuals who understand how information flows through a business will always have an advantage over those who don\u2019t.\r\n\r\n&nbsp;\r\n\r\n<header class=\"textbox__header\">\r\n<div class=\"textbox textbox--key-takeaways\"><header class=\"textbox__header\">\r\n<h1 id=\"chapter-5-section-13\" class=\"section-header\">EXTRA LEARNING RESOURCES<\/h1>\r\n<\/header>\r\n<div class=\"textbox__content\">\r\n<div class=\"textbox__content\">\r\n\r\n<a href=\"https:\/\/csuohio-my.sharepoint.com\/:i:\/g\/personal\/2594552_csuohio_edu\/IQDq0xOQi3MZTIQlMZHhdBO2AfYknHkrc61fNBKrPAXd_sk?e=xhS2Em\">Infographic<\/a>\r\n\r\n<a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2594552_csuohio_edu\/IQC1ZICg9O1DTZSJ0DN2batTASC38FHje9bEzihkHAnazGg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=cwqW5c\">Brief Audio Overview<\/a>\r\n\r\n<a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2594552_csuohio_edu\/IQD6mf-_ZunVSKo2IqpP2oZnAYVQyGSoCq74VTGhRpLs874?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=ctwg5p\">Deep Dive Audio Overview<\/a>\r\n\r\nShort Video Overview\r\n\r\n<a href=\"https:\/\/csuohio-my.sharepoint.com\/:v:\/g\/personal\/2594552_csuohio_edu\/IQA1j4TmeSw2TbzrmMqn_cUzAUvHpDFAe0NS49aHrya9YDE?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=LhQkqq\">Video Explainer<\/a>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n&nbsp;\r\n\r\n<\/header>","rendered":"<h1>INTRODUCTION<\/h1>\n<h2>Information Systems<\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-300x164.png\" alt=\"IT in your life\" width=\"368\" height=\"201\" class=\"wp-image-673 alignright\" style=\"font-size: 18.6667px\" srcset=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-300x164.png 300w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-1024x559.png 1024w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-768x419.png 768w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-1536x838.png 1536w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-2048x1117.png 2048w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-65x35.png 65w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-225x123.png 225w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/02\/Gemini_Generated_Image_kou0nbkou0nbkou0-350x191.png 350w\" sizes=\"auto, (max-width: 368px) 100vw, 368px\" \/><\/p>\n<p>You checked your phone this morning. Your bank already knew you woke up. Netflix already knew what you&#8217;d watch tonight. Amazon already has a box ready to ship before you even know you want it. That&#8217;s not magic. That&#8217;s information systems.<\/p>\n<p data-start=\"1740\" data-end=\"1856\">The jobs you will have in five or ten years will rely even more on data, technology, and systems than they do today. Understanding information systems now is not about becoming a tech expert. It is about being ready for the future of business.<\/p>\n<p data-start=\"1266\" data-end=\"1311\">Information systems turn data into decisions.<\/p>\n<p data-start=\"1313\" data-end=\"1351\">And in business, better decisions win.<\/p>\n<hr \/>\n<div class=\"textbox\">\n<h1 style=\"text-align: center\"><strong>CHAPTER OUTLINE<\/strong><\/h1>\n<p style=\"text-align: center\">11.1: <strong>What Is an Information System?<\/strong><\/p>\n<p style=\"text-align: center\">11.2: <strong>Types of Information Systems<\/strong><\/p>\n<p style=\"text-align: center\">11.3: <strong>Data vs. Information vs. Knowledge<\/strong><\/p>\n<p style=\"text-align: center\">11.4: <strong>Hardware and Software Basics<\/strong><\/p>\n<p style=\"text-align: center\"><strong>11.5: Networks\u00a0<\/strong><\/p>\n<p style=\"text-align: center\">11.6: <strong>Databases<\/strong><\/p>\n<p style=\"text-align: center\">11.7: <strong>Cybersecurity and Privacy<\/strong><\/p>\n<p style=\"text-align: center\">11.8: <strong>Ethical and Social Issues in IS<\/strong><\/p>\n<p style=\"text-align: center\">11.9: <strong>IS in the Real World<\/strong><\/p>\n<\/div>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.1 What is an Information System?<\/h1>\n<\/header>\n<p>An<strong>\u00a0information system<\/strong>\u00a0(IS) is a combination of hardware, software, data, people, and processes that work together to collect, store, and share information. It\u2019s not just a computer. It\u2019s the whole setup that helps people and organizations make decisions and get things done.<\/p>\n<p>Every business you interact with runs on information systems. When you order from DoorDash, swipe your debit card, or register for classes at school, an information system is working behind the scenes to make that happen.<\/p>\n<h3>IS vs. Just \u201cComputers\u201d<\/h3>\n<p>A lot of people hear \u201cinformation systems\u201d and think it just means computers. But IS is bigger than that. A computer is a piece of hardware. An information system includes the software running on it, the data being stored, the people using it, and the rules for how it all works together.<\/p>\n<div class=\"textbox\">Think of it this way: your laptop is hardware. Google Docs is software. The essay you saved is data. You are the person. The process is how you write, save, and share that file. Altogether, that\u2019s a basic information system.<\/div>\n<p>&nbsp;<\/p>\n<h2>Underestimating the \u201cSystem\u201d part of Information Systems<\/h2>\n<p>Consider the story of Knight Capital Group.<\/p>\n<p><span class=\"citation-31 citation-end-31\">Before 2012, Knight Capital was a titan on Wall Street.<\/span>\u00a0<span class=\"citation-30\">They were a \u201c<\/span><span class=\"citation-30\">Market Maker<\/span><span class=\"citation-30 citation-end-30\">,\u201d meaning they provided liquidity by constantly buying and selling stocks. They handled about 10% of all U.S. equity trading and were the largest trader in the U.S., moving billions of dollars every single day. They were a \u201chigh-frequency trading\u201d firm, relying on incredibly fast Information Systems to make tiny profits on millions of trades.<\/span><\/p>\n<p id=\"p-rc_0088b94d11436f83-34\" data-path-to-node=\"7\"><span class=\"citation-26 citation-end-26\">In July 2012, Knight was preparing for a new program at the New York Stock Exchange.<\/span>\u00a0<span class=\"citation-25\">They updated their software on\u00a0<\/span><span class=\"citation-25\">7 out of their 8 servers<\/span><span class=\"citation-25 citation-end-25\">.\u00a0<\/span><span class=\"citation-24\">A technician forgot to update the\u00a0<\/span><span class=\"citation-24\">8th server<\/span><span class=\"citation-24 citation-end-24\">.<\/span>\u00a0<span class=\"citation-23 citation-end-23\">That server still had a piece of \u201cdead code\u201d from 2003 \u2013 a test program called \u201cPower Peg\u201d that had been dormant for nine years.<\/span><\/p>\n<p id=\"p-rc_0088b94d11436f83-36\" data-path-to-node=\"9\"><span class=\"citation-22 citation-end-22\">When the market opened at 9:30 AM on August 1st, the system sent orders to that 8th server.<\/span>\u00a0<span class=\"citation-21 citation-end-21\">The \u201czombie code\u201d woke up and began buying stocks high and selling them low, thousands of times per second.<\/span><\/p>\n<p data-path-to-node=\"10,0,0\"><span class=\"pullquote-left\">It executed 40 trades per second across 154 different stocks.<\/span><\/p>\n<p id=\"p-rc_0088b94d11436f83-37\" data-path-to-node=\"10,1,0\"><span class=\"citation-20\"><\/span><span class=\"citation-20 citation-end-20\">When engineers realized something was wrong, they tried to \u201croll back\u201d the software to the old version.<\/span>\u00a0<span class=\"citation-19\">This actually made it worse because it reactivated the zombie code on\u00a0<\/span><i data-path-to-node=\"10,1,0\" data-index-in-node=\"189\"><span class=\"citation-19\">all<\/span><\/i><span class=\"citation-19 citation-end-19\">\u00a0<\/span>the servers.<\/p>\n<p id=\"p-rc_0088b94d11436f83-38\" data-path-to-node=\"10,2,0\"><span class=\"citation-18\">By the time they physically shut the system down 45 minutes later, they had lost\u00a0<\/span><span class=\"citation-18\">$440 million (<\/span><span class=\"citation-18 citation-end-18\"><em>nearly $10 million per minute!<\/em>) It wiped out the company\u2019s equity in under an hour.<\/span><\/p>\n<p>They went bankrupt shortly after.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-300x195.jpg\" alt=\"Knight Financial Group COLLAPSE\" width=\"300\" height=\"195\" class=\"size-medium wp-image-720 aligncenter\" srcset=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-300x195.jpg 300w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-65x42.jpg 65w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-225x147.jpg 225w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ-350x228.jpg 350w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/1_Y3F7dcxb3Wqatj5NpXG9PQ.jpg 614w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<div class=\"textbox\">\n<h6><strong>The Lesson<\/strong><\/h6>\n<p>An Information System is only as good as its implementation and maintenance.<\/p>\n<p>In a modern business, your Information System IS your business. If the system isn\u2019t managed with rigorous checks, balances, and \u201ckill switches,\u201d the business can be destroyed before a human manager even has time to finish their morning coffee.<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<p><b data-path-to-node=\"15,0\" data-index-in-node=\"0\">*Fun Fact:<\/b>\u00a0<em>Because of this event, the SEC (Securities and Exchange Commission) passed the \u201c<a href=\"https:\/\/www.finra.org\/rules-guidance\/guidance\/reports\/2022-finras-examination-and-risk-monitoring-program\/market-access-rule\">Market Access Rule,<\/a>\u201d which basically legally requires firms to have \u201ckill switches\u201d to prevent algorithms from going rogue.<\/em><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.2 Types of Information Systems<\/h1>\n<\/header>\n<p>Not all information systems do the same job. Different types of IS are built for different levels of a business and different kinds of decisions.<\/p>\n<ul>\n<li><strong>Transaction Processing Systems (TPS):\u00a0<\/strong>These handle the day-to-day stuff. Every time someone swipes a card at Target, places an order on Amazon, or checks in at a hotel, a TPS records that transaction. Speed and accuracy are everything here.<\/li>\n<li><strong>Management Information Systems (MIS):\u00a0<\/strong>These pull data from TPS and turn it into reports that managers can use. Instead of looking at every individual sale, an MIS shows you total sales by region, by week, or by product. It\u2019s about summarizing data so managers can see what\u2019s going on.<\/li>\n<li><strong>Decision Support Systems (DSS):\u00a0<\/strong>These help people make more complex decisions. A DSS might help a hospital figure out staffing needs based on patient volume trends, or help a retailer decide how much inventory to order based on seasonal patterns.<\/li>\n<li><strong>Executive Information Systems (EIS):\u00a0<\/strong>These are designed for top-level leaders who need a big-picture view. Think dashboards with key metrics, charts, and summaries. A CEO doesn\u2019t need to see every individual transaction. They need to know: is the company growing? Where are we losing money?<\/li>\n<\/ul>\n<hr \/>\n<h3>Here are some more types:<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic.png\" alt=\"types of IS\" width=\"800\" height=\"2000\" class=\"alignnone wp-image-679 size-full\" title=\"intellspot.com\" srcset=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic.png 800w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-120x300.png 120w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-410x1024.png 410w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-768x1920.png 768w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-614x1536.png 614w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-65x163.png 65w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-225x563.png 225w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/10-Examples-of-Information-Systems-an-infographic-350x875.png 350w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.3 Data vs. Information vs. Knowledge<\/h1>\n<\/header>\n<h3>These three words get used interchangeably all the time, but in information systems they actually mean different things.<\/h3>\n<div class=\"textbox\">\n<p><strong>Data:\u00a0<\/strong>Raw, unprocessed facts. \u201c10,000\u201d or \u201cTuesday\u201d or \u201c68 degrees\u201d are data points. On their own, they mean nothing.<\/p>\n<p><strong>Information:\u00a0<\/strong>Data that has been processed and given context. \u201c10,000 people attended the concert on Tuesday when the temperature was 68 degrees\u201d is information.<\/p>\n<p><strong>Knowledge:\u00a0<\/strong>What you do with information. \u201cOutdoor concerts do best on mild weekday evenings. We should schedule more of them.\u201d That\u2019s knowledge.<\/p>\n<\/div>\n<p>Businesses collect enormous amounts of data every day. The challenge is turning that data into information, and then into knowledge that actually helps them make better decisions.<\/p>\n<div class=\"textbox textbox--examples\">\n<header class=\"textbox__header\">\n<h2 class=\"textbox__title\">IRL EXAMPLE<\/h2>\n<\/header>\n<div class=\"textbox__content\">Spotify collects data every time you skip a song, repeat a track, or let a playlist run. That data becomes information about your listening habits. That information becomes the knowledge that powers your Discover Weekly playlist.<\/div>\n<div class=\"textbox__content\"><em>Data to information to knowledge, all happening automatically.<\/em><\/div>\n<\/div>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.4 Hardware and Software Basics<\/h1>\n<\/header>\n<h3>Every information system runs on a foundation of hardware and software. You don\u2019t need to be a tech person to understand the basics.<\/h3>\n<div class=\"textbox\">\n<h2><strong>Hardware<\/strong><\/h2>\n<p>Hardware is any physical component of a computer system. It breaks down into four functions:<\/p>\n<ul>\n<li>Input: Getting data into the system. Keyboards, touchscreens, cameras, and microphones are all input devices.<\/li>\n<li>Processing: The CPU (processor) takes that input and does something with it.<\/li>\n<li>Output: Showing or delivering the result. Your screen, speakers, and printer are output devices.<\/li>\n<li>Storage: Saving data for later. Hard drives, SSDs, and flash drives are storage devices.<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"textbox\">\n<h2><strong>Software<\/strong><\/h2>\n<p>Software is the set of instructions that tells hardware what to do. There are two main categories:<\/p>\n<ul>\n<li>System software: Runs the machine itself. Windows, macOS, and iOS are operating systems.<\/li>\n<li>Application software: Runs specific tasks. Instagram, Excel, and Chrome are all applications.<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<\/p>\n<div class=\"textbox textbox--examples\">\n<header class=\"textbox__header\">\n<h3 class=\"textbox__title\">EXAMPLE: THE CLOUD<\/h3>\n<\/header>\n<div class=\"textbox__content\">\n<p>You\u2019ve probably used the cloud without thinking about it. iCloud, Google Drive, and OneDrive are all cloud storage. Instead of saving files on your device, you\u2019re saving them on servers somewhere else that you access over the internet.<\/p>\n<p>For businesses, the cloud is huge. It means they don\u2019t have to buy and maintain physical servers. They can scale up or down as needed and access their data from anywhere.<\/p>\n<\/div>\n<\/div>\n<h2 class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\"><strong>Cloud Computing: The Good and the Bad<\/strong><\/h2>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">More and more companies are moving to cloud computing, and it is easy to see why. It saves money on physical servers, lets teams work from anywhere, and scales up or down based on what a business needs. But like any tool, it comes with real risks if it is not managed carefully.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The biggest concerns are security and data loss. When your data lives on someone else\u2019s servers, you are trusting that their security is strong enough to protect it. Sometimes it is not.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">A real example: In January 2024, over 15 million Trello accounts were leaked. Trello is a project management app that tons of companies use to organize their work. Hackers found a weakness in Trello\u2019s public API and used it to pull user data including email addresses, full names, and usernames. Because so many businesses use Trello for team collaboration, that breach opened the door to phishing attacks and unauthorized access to sensitive company information. After the incident, Trello required authentication for API access to close the gap.<\/p>\n<p class=\"font-claude-response-body break-words whitespace-normal leading-[1.7]\">The takeaway is simple. Cloud tools are powerful and convenient, but businesses need to understand what they are signing up for. Storing sensitive data in the cloud without proper security practices is like leaving your front door unlocked because the neighborhood seems safe. It works until it does not.<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.5 Networks<\/h1>\n<\/header>\n<p>A network is two or more devices connected so they can share data. Networks are what make information systems actually useful at scale.<\/p>\n<div class=\"textbox\">\n<p><strong>LAN (Local Area Network):\u00a0<\/strong>A network within a small area, like your school or a single office building. The Wi-Fi at your house is a LAN.<\/p>\n<p><strong>WAN (Wide Area Network):\u00a0<\/strong>A network that covers a large area, like multiple office buildings across a city, or even across countries. The internet itself is the biggest WAN in the world.<\/p>\n<\/div>\n<p>&nbsp;<\/p>\n<h2><strong>Why Networks Matter for Business<\/strong><\/h2>\n<p>Think about what a store like Walmart needs to function. Every register needs to talk to inventory systems. Inventory systems need to talk to suppliers. Suppliers need to talk to logistics teams. None of that works without a network. Connectivity is not just a convenience for businesses. It is the entire infrastructure their operations run on.<\/p>\n<hr \/>\n<p>When a network goes down, business stops. That\u2019s why network reliability and security are top priorities for IT departments.<\/p>\n<p><a href=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/role-of-the-IT-dept.svg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/role-of-the-IT-dept.svg\" alt=\"\" width=\"624\" height=\"351\" class=\"aligncenter wp-image-689 size-full\" role=\"img\" \/><\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.6 Databases<\/h1>\n<\/header>\n<p>A\u00a0<strong>database<\/strong>\u00a0is an organized collection of data that can be easily accessed, managed, and updated. Almost every information system you interact with is powered by a database.<\/p>\n<p>When you log into your school\u2019s student portal, it pulls your name, ID, schedule, and grades from a database. When you search a product on Amazon, the results come from a massive product database. When Spotify loads your library, that\u2019s a database too.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Structured vs. Unstructured Data<\/strong><\/h2>\n<ul>\n<li><strong>Structured data:\u00a0<\/strong>Organized in a clear format, usually rows and columns. Think of a spreadsheet. Names, phone numbers, purchase dates. Easy to search and sort.<\/li>\n<li><strong>Unstructured data:\u00a0<\/strong>Doesn\u2019t fit neatly into rows and columns. Photos, videos, emails, social media posts. This type of data is harder to analyze but makes up the majority of data in the world.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<div class=\"textbox\">\n<h3><strong>Why Databases Matter<\/strong><\/h3>\n<p>Businesses use databases to track customers, inventory, employees, transactions, and more. A well-designed database means faster searches, fewer errors, and better decisions. A poorly designed one causes slowdowns, duplicate records, and costly mistakes.<\/p>\n<\/div>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.7 Cybersecurity and Privacy<\/h1>\n<\/header>\n<p>The more a business depends on information systems, the bigger a target it becomes. Cybersecurity is the practice of protecting systems, networks, and data from attacks.<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>Common Threats<\/strong><\/h2>\n<ul>\n<li><strong>Phishing:\u00a0<\/strong>Fake emails or messages that trick you into giving up your password or clicking a bad link. This is the most common way people get hacked\u00a0<em>(Over 90% of cyberattacks start with a phishing email! 3.4 billion are sent every day!)<\/em>\u00a0You\u2019ve probably seen these in your own inbox.<\/li>\n<li><strong>Pharming:<\/strong>\u00a0A scam designed to steal your personal or financial information. Here is what makes it especially tricky: you do not have to click a suspicious link or make any obvious mistake. You type the correct website address into your browser, but malware already on your device quietly redirects you to a fake version of that site. The fake site looks real. You log in, enter your card number, or fill out a form, and that information goes straight to whoever set up the scam.\n<ul>\n<li>*<em>It is different from phishing because phishing tries to trick you into clicking something. Pharming works even when you do everything right. That is what makes it so dangerous.<\/em><\/li>\n<\/ul>\n<\/li>\n<li><strong>Malware:\u00a0<\/strong>Malicious software designed to damage or gain access to a system. Viruses, worms, and spyware all fall under this category.\n<ul>\n<li>Viruses: Software that can be spread from one computer to another without the knowledge or permission of the computer user by attaching itself to emails or other files.<\/li>\n<li>Worm: Software that, unlike viruses, can spread on its own by using well-known vulnerabilities (unsecured points) to enter computer networks without being attached to other files.<\/li>\n<li>Spyware: Software that gets installed on your device without your knowledge or permission. Once it is there, it runs quietly in the background tracking what you do, what you type, what sites you visit, and sometimes even listening through your microphone or watching through your camera. More than 30% of all mobile devices are estimated to have some form of spyware on them, and most users have no idea.\n<ul>\n<li><em>Spyware often comes bundled with free apps, sketchy downloads, or links clicked without thinking. For businesses, spyware is a serious threat because it can capture login credentials, financial data, and internal communications without anyone noticing until the damage is done.<\/em><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>Data Breaches:\u00a0<\/strong>When hackers get into a company\u2019s system and steal customer data. Companies like Target, Facebook, and T-Mobile have all experienced major breaches. Your personal info may have already been exposed in one.<\/li>\n<\/ul>\n<h2><\/h2>\n<h2><strong>Why Businesses Are Targets<\/strong><\/h2>\n<p>Businesses store enormous amounts of valuable data: credit card numbers, social security numbers, health records, and login credentials. That data is worth money on the dark web. A single breach can cost a company millions of dollars in fines, lawsuits, and lost customers.<\/p>\n<hr \/>\n<div class=\"textbox\">\n<h6><strong>Basic Protection<\/strong><\/h6>\n<ul>\n<li>Strong passwords and two-factor authentication (2FA)<\/li>\n<li>Software updates \u2013 patches fix known vulnerabilities<\/li>\n<li>Employee training \u2013 most breaches happen because of human error, not technical failure<\/li>\n<li>Firewalls and encryption \u2013 tools that protect data in transit and at rest<\/li>\n<\/ul>\n<\/div>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.8 Ethical and Social Issues in IS<\/h1>\n<\/header>\n<h3>Technology moves fast. Laws and ethics don\u2019t always keep up. There are some serious questions about how information systems affect people and society that every business and every citizen should think about.<\/h3>\n<hr \/>\n<h2><strong>Data Privacy: Who Owns Your Data?<\/strong><\/h2>\n<p>Every time you use an app, you generate data. What you click, how long you look at something, where you are. Most people agree to terms of service without reading them, which often means giving companies the right to sell that data to advertisers.<\/p>\n<p>The question of who actually owns your data is still being debated. The EU passed\u00a0<a href=\"https:\/\/gdpr.eu\/what-is-gdpr\/\">the GDPR<\/a>\u00a0(2016), one of the strongest data privacy laws in the world, requiring companies to get explicit consent before collecting data. The US has been slower to catch up.<\/p>\n<p><a href=\"https:\/\/www.dlapiperdataprotection.com\/?c=US\">Data Protection Laws in the United States\u00a0<\/a><\/p>\n<hr \/>\n<h2><strong>The Digital Divide<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-734x1024.png\" alt=\"the digital divide infograph\" width=\"734\" height=\"1024\" class=\"alignright wp-image-705 size-large\" srcset=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-734x1024.png 734w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-215x300.png 215w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-768x1071.png 768w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-1101x1536.png 1101w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-1469x2048.png 1469w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-65x91.png 65w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-225x314.png 225w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut-350x488.png 350w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Gemini_Generated_Image_oyutrnoyutrnoyut.png 1744w\" sizes=\"auto, (max-width: 734px) 100vw, 734px\" \/><\/strong><\/h2>\n<p>Not everyone has equal access to technology. The digital divide refers to the gap between people who have reliable access to the internet and devices and those who don\u2019t. This gap often falls along economic and geographic lines. Rural areas, low-income households, and developing countries are disproportionately affected. In a world where more and more opportunity lives online, this is a serious equity issue.<\/p>\n<p><a href=\"https:\/\/online.maryville.edu\/blog\/examples-of-the-digital-divide\/\">Visual Examples of the Digital Divide.<\/a><\/p>\n<hr \/>\n<h2><strong>AI and Automation<\/strong><\/h2>\n<p>Information systems increasingly include AI that can do jobs that humans used to do. Self-checkout machines, chatbots, automated scheduling, and content recommendation algorithms are already reshaping the workforce. Some jobs are disappearing. New ones are being created. The challenge is that the new jobs often require different skills than the ones being replaced, which leaves some workers behind.<\/p>\n<p><a href=\"https:\/\/www.us.logicalis.com\/insights\/blogs\/how-ai-and-automation-are-transforming-it-operations\">How AI &amp; Automation are Transforming IT Operations<\/a><\/p>\n<hr \/>\n<h2><strong>Workforce Change: Remote \/ Hybrid Work<\/strong><\/h2>\n<p>Where work happens has changed. High-speed internet, cloud computing, video conferencing, and collaboration platforms (Microsoft Teams, Zoom, and Slack) allow millions of employees to work from almost anywhere.<\/p>\n<p>Remote work offers several advantages:\u00a0 lower operating costs, increased flexibility, access to a larger talent pool. Employees often benefit from reduced commuting time, improved work-life balance, and greater flexibility in managing their schedules.<\/p>\n<p>However, remote work also presents challenges: Managers may struggle to maintain communication, monitor productivity, and build strong team relationships. Employees can experience feelings of isolation, difficulty separating work from personal life, and \u201cZoom fatigue\u201d from spending long hours in virtual meetings.<\/p>\n<p>Information systems have made remote work possible, but organizations must carefully balance flexibility with collaboration, employee well-being, and organizational culture.<\/p>\n<hr \/>\n<h2><strong>AI in Hiring<\/strong><\/h2>\n<p>Many companies now use AI-powered software to screen resumes, rank applicants, analyze video interviews, and even predict which candidates are most likely to succeed. These systems can help organizations review thousands of applications quickly, reduce administrative work, and identify qualified candidates.<\/p>\n<p>However, using AI in hiring also raises important ethical concerns. AI systems learn from historical data, and if that data contains bias, the AI may unintentionally favor or disadvantage certain groups of applicants. In some cases, qualified candidates may be rejected simply because their resumes don\u2019t contain specific keywords that the software is programmed to recognize.<\/p>\n<p>As a result, many experts argue that AI should support human decision-making rather than replace it entirely to make sure hiring decisions are fair, transparent, and based on the whole person rather than just an algorithm.<\/p>\n<p><em>Did You Know? Studies estimate that more than 90% of large employers now use some form of applicant tracking system or AI-assisted screening before a human recruiter reviews many resumes.<\/em><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<header>\n<h1 class=\"entry-title\">11.9 IS in the Real World<\/h1>\n<\/header>\n<p data-path-to-node=\"10,0,0\"><span class=\"pullquote-left\">Is Domino\u2019s a pizza company or a software company?<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-300x300.png\" alt=\"dominos pizza logo\" width=\"300\" height=\"300\" class=\"size-medium wp-image-717 alignright\" srcset=\"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-300x300.png 300w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-150x150.png 150w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-65x65.png 65w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-225x225.png 225w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg-350x350.png 350w, https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-content\/uploads\/sites\/209\/2026\/04\/Dominos_pizza_logo.svg.png 500w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>\n<p data-path-to-node=\"10,1,0\"><b data-path-to-node=\"10,1,0\" data-index-in-node=\"0\">The Reality:<\/b>\u00a0Domino\u2019s has a larger percentage of employees in tech\/data than in many actual \u201ctech\u201d firms. Their \u201cAnyWare\u201d system allows ordering via tweets, smartwatches, and car dashboards.<\/p>\n<\/li>\n<li>\n<p data-path-to-node=\"10,2,0\"><b data-path-to-node=\"10,2,0\" data-index-in-node=\"0\">The Lesson:<\/b>\u00a0Information Systems didn\u2019t just\u00a0<i data-path-to-node=\"10,2,0\" data-index-in-node=\"44\">help<\/i>\u00a0Domino\u2019s; it saved them from near-bankruptcy in 2008. It\u2019s the difference between a local pizza shop and a $17 billion global leader.<\/p>\n<\/li>\n<\/ul>\n<h3><\/h3>\n<h3><\/h3>\n<h3>*Information systems touch every department in a business.<\/h3>\n<div class=\"textbox\">\n<p>Here\u2019s how:<\/p>\n<ul>\n<li>Marketing: CRM software tracks customer behavior and helps marketers personalize messages. Tools like HubSpot or Salesforce are built on IS.<\/li>\n<li>Finance: Accounting software, payroll systems, and financial dashboards all rely on IS to track money in and out.<\/li>\n<li>Human Resources: HR platforms manage employee records, scheduling, performance reviews, and hiring pipelines.<\/li>\n<li>Operations: Supply chain management systems track inventory, shipments, and vendor relationships in real time.<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<\/p>\n<h2><strong>E-Commerce and IS<\/strong><\/h2>\n<p>Online retail runs entirely on information systems. When you buy something on Amazon, an IS processes your payment, checks inventory, assigns a warehouse, routes the shipment, sends tracking updates, and updates your purchase history. All of that happens in seconds.<\/p>\n<hr \/>\n<h2><strong>Careers in Information Systems<\/strong><\/h2>\n<p>IS is one of the fastest-growing fields in the job market.<\/p>\n<div class=\"textbox\">\n<p>Some paths include:<\/p>\n<ul>\n<li>Systems Analyst: Studies how organizations use tech and recommends improvements<\/li>\n<li>Database Administrator: Manages and secures company databases<\/li>\n<li>Cybersecurity Analyst: Protects systems from threats<\/li>\n<li>IT Project Manager: Oversees tech implementations and upgrades<\/li>\n<li>Business Intelligence Analyst: Turns data into insights for decision-makers<\/li>\n<\/ul>\n<\/div>\n<p>&nbsp;<\/p>\n<p><span class=\"pullquote-left\">You don\u2019t have to be a programmer to work in IS. Many roles focus on business strategy, communication, and problem-solving with technology as the tool.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h2 style=\"text-align: center\"><strong>Closing<\/strong><\/h2>\n<p style=\"text-align: center\">Information systems are the backbone of every organization running today. Understanding how data moves, gets stored, and turns into decisions gives you an edge in any career you choose. You&#8217;re already living inside these systems.<\/p>\n<p style=\"text-align: center\">Now you know how they work.<\/p>\n<p>&#8230;and the individuals who understand how information flows through a business will always have an advantage over those who don\u2019t.<\/p>\n<p>&nbsp;<\/p>\n<header class=\"textbox__header\">\n<div class=\"textbox textbox--key-takeaways\"><\/div>\n<\/header>\n<header class=\"textbox__header\">\n<h1 id=\"chapter-5-section-13\" class=\"section-header\">EXTRA LEARNING RESOURCES<\/h1>\n<\/header>\n<div class=\"textbox__content\">\n<div class=\"textbox__content\">\n<p><a href=\"https:\/\/csuohio-my.sharepoint.com\/:i:\/g\/personal\/2594552_csuohio_edu\/IQDq0xOQi3MZTIQlMZHhdBO2AfYknHkrc61fNBKrPAXd_sk?e=xhS2Em\">Infographic<\/a><\/p>\n<p><a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2594552_csuohio_edu\/IQC1ZICg9O1DTZSJ0DN2batTASC38FHje9bEzihkHAnazGg?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=cwqW5c\">Brief Audio Overview<\/a><\/p>\n<p><a href=\"https:\/\/csuohio-my.sharepoint.com\/:u:\/g\/personal\/2594552_csuohio_edu\/IQD6mf-_ZunVSKo2IqpP2oZnAYVQyGSoCq74VTGhRpLs874?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=ctwg5p\">Deep Dive Audio Overview<\/a><\/p>\n<p>Short Video Overview<\/p>\n<p><a href=\"https:\/\/csuohio-my.sharepoint.com\/:v:\/g\/personal\/2594552_csuohio_edu\/IQA1j4TmeSw2TbzrmMqn_cUzAUvHpDFAe0NS49aHrya9YDE?nav=eyJyZWZlcnJhbEluZm8iOnsicmVmZXJyYWxBcHAiOiJPbmVEcml2ZUZvckJ1c2luZXNzIiwicmVmZXJyYWxBcHBQbGF0Zm9ybSI6IldlYiIsInJlZmVycmFsTW9kZSI6InZpZXciLCJyZWZlcnJhbFZpZXciOiJNeUZpbGVzTGlua0NvcHkifX0&amp;e=LhQkqq\">Video Explainer<\/a><\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"author":583,"menu_order":10,"template":"","meta":{"pb_show_title":"on","pb_short_title":"Accounting ","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-64","chapter","type-chapter","status-publish","hentry"],"part":3,"_links":{"self":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapters\/64","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/wp\/v2\/users\/583"}],"version-history":[{"count":21,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapters\/64\/revisions"}],"predecessor-version":[{"id":1172,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapters\/64\/revisions\/1172"}],"part":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapters\/64\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/wp\/v2\/media?parent=64"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/pressbooks\/v2\/chapter-type?post=64"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/wp\/v2\/contributor?post=64"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.ulib.csuohio.edu\/business-essentials-for-future-professionals\/wp-json\/wp\/v2\/license?post=64"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}