Business
MB Global Group: Reliable Medical Billing for Modern Healthcare

The intricacy of medical billing has compelled numerous providers to look for trusted, high-performance in-house alternatives. A seasoned medical billing agency such as MB Global Group provides specialized knowledge, strong systems, and elastic support that enable practices to optimize revenue, reduce administrative headaches, and improve patient satisfaction. The following are the primary benefits of working with a billing agency and how MB Global Group achieves excellent results in all areas.
Improved Revenue Cycle Management
MB Global Group’s revenue cycle management (RCM) system encompasses all from patient intake and eligibility verification to claims submission, denial management, and collection of patient payments. By integrating front-office processes and back-office financial operations, they establish an integrated workflow that reduces delays and errors.
Their RCM team ensures that no part of the billing journey is overlooked. This holistic oversight allows practices to shorten the revenue cycle and maintain predictable cash flow. By identifying inefficiencies early, MB Global Group prevents revenue leakage and reinforces long-term financial stability.
Clean Claim Strategy
Claim errors, anywhere from coding mistakes to lack of documentation, are prevalent reasons for delays and denials in reimbursement. MB Global Group’s certified coders and billing specialists only send “clean claims” that meet payer guidelines and industry standards. This focus on details greatly decreases submission mistakes and quickens approval times.
By leveraging advanced claim scrubbing software and pre-submission audits, their team significantly improves the first-pass acceptance rate—ensuring that clean claims are not only accurate but also optimized for payer-specific nuances in medical billing.
Denial Analytics & Appeals
In addition to first-submission use, they track claim performance through analytics tools for detecting denial trends. This enables them to institute focused interventions, such as enhanced coding precision, provider education, or payer-by-payer submission changes, to mitigate future denials. Their appeal experts see that underpaid or rejected claims are reopened and recouped effectively.
The agency also maintains a denial prevention loop that feeds insights back into the claim preparation stage. This continuous improvement cycle ensures higher recovery rates and fewer downstream issues.
Reduced Administrative Burden
In-house billing tends to take administrative staff away from patient care and front-office duties. Outsourcing billing services, including claim tracking, communication with payers, and payment posting, to professional medical billing agencies allows practices to shift staff resources towards patient interaction and clinical focus.
This operational shift reduces burnout, enhances service delivery, and allows providers to scale without the proportional rise in overhead. With MB Global Group managing core billing functions, healthcare facilities gain both time and peace of mind.
Dedicated Teams & Expertise
MB Global Group has teams of experienced billers assigned to every client, with credentialing specialists, AR managers, and denial analysts working together instead of splitting duties among a multi-role staff member. This format enhances efficiency and uniformity, with tasks consistently being performed on schedule.
Each team is trained across multiple EHR systems and payer platforms, ensuring smooth integration into any practice setup. Their expertise supports general practices, as well as high-complexity environments such as multi-specialty groups and surgical centers.
Streamlined Communication
Medical billing agencies deliver straightforward protocols for communication: providers get on-time updates, AR reports, monthly dashboards, and a dedicated account manager. With open communication, there is no duplication, confusion, or lost messages, lessening stress and guessing.
This structured dialogue creates accountability and ensures that critical financial KPIs are never missed. Clients are kept in the loop on both macro trends and micro issues, creating a fully transparent billing process.
Compliance and Accuracy
The medical billing environment is in a state of constant flux, with changing proprietary payer rules, CPT/ICD revisions, and enforcement of HIPAA. MB Global Group remains updated through consistent training, audit procedures, and compliance checkups. They keep track of changes in payer policy and make adjustments to claims processes accordingly.
By prioritizing compliance alongside performance, they help practices avoid penalties, audit triggers, and payer disputes. This proactive strategy reduces liability while ensuring sustained operational excellence.
Enhanced Coding Precision
Precise coding is necessary to minimize denials, prevent audits, and receive fair reimbursement. MB Global Group coders adhere to rigorous internal audit and quality assurance processes to keep checksum levels, documentation integrity, and verification standards high without losing speed, enhancing compliance.
Their specialty-certified coders handle complex cases with clarity—ensuring alignment with payer expectations, modifiers, and bundling rules across all facets of medical billing.
HIPAA-Level Security
Protecting patient data is non-negotiable. The medical billing agency implements enterprise-level encryption, secure servers, and robust compliance frameworks, keeping clients safe from breach liabilities and safeguarding the trust built with patients.
MB Global Group conducts routine vulnerability assessments and uses role-based access control to ensure that sensitive data is shielded at all layers.
Cost Efficiency
Maintaining an in-house billing department requires upfront investments, recruiting and training staff, buying software licenses, ongoing education, and overhead costs. Outsourcing to MB Global Group introduces a predictable, streamlined cost structure and eliminates the need for internal billing infrastructure.
Their pricing model offers flexible packages that scale with your patient volume—helping reduce wasteful expenditure while maximizing claim performance.
Reduce Lost Revenue
By preventing claim rejections, performing timely follow-ups, and managing appeals proactively, MB Global Group helps reduce write-offs and reclaim otherwise lost revenue, often delivering ROI three to five times greater than the cost of their services.
Every denied dollar is tracked, analyzed, and pursued. Their process doesn’t stop at submission—it follows the money until it’s in your account.
Flexible Pricing
With tiered pricing tied to practice size and claim volume, MB Global Group’s credentialing services grow with expansion, providing value without compromising service quality or imposing unexpected cost increases.
Small clinics, large hospitals, and specialty practices alike benefit from scalable pricing that adjusts based on service complexity and patient traffic.
Access to Industry Expertise and Technology
Numerous providers work in specialty realms, including cardiology, orthopedics, and behavioral health, in which billing complexities exist. MB Global Group’s coders, credentialing specialists, and revenue analysts possess extensive specialty expertise, assisting practices of all sizes and types.
Their knowledge spans federal and private payers, state Medicaid plans, and value-based reimbursement models—ensuring comprehensive support across the healthcare landscape.
Cutting-Edge Systems
Medical billing agencies utilize industry-leading billing systems, AI-based claim scrubbing, denial prediction software, and secure EHR/EMR integration, removing manual process work and simplifying submission procedures while enhancing accuracy and speed.
MB Global Group continually evaluates new technologies and integrates tools that enhance visibility, reduce turnaround time, and ensure compliance with emerging digital standards.
Real‑Time Data & Reporting
MB Global Group offers comprehensive virtual assistant services that provide monthly performance reports that enable clients to view billing KPIs, collections, denials, AR days, and mark problems as they happen. Fact-based information informs data-driven operational decisions.
Customizable dashboards and trend analysis features allow decision-makers to forecast revenue patterns and pivot strategies in real time.
Enhanced Patient Experience
Billing misunderstandings infuriate patients and slow down payments. With clear statements, friendly language, and immediate follow-up choices, email, phone, and print, MB Global Group decreases misunderstandings and boosts collection rates with professional medical billing.
Patients also receive flexible payment options and consistent reminders, helping reduce overdue balances and improve satisfaction.
Responsive Support Teams
Dedicated customer service agents assist with billing inquiries and payment plans, creating a supportive environment where patients feel heard. This improves both satisfaction and practice reputation.
Having a responsive billing contact also reduces complaints, shortens dispute resolution time, and reinforces brand trust.
Faster Discharge-to-Payment Cycle
By combining accurate claims, definitive AR follow-up, and pre-payment information, medical billing agencies shorten the lag between discharge and account settlement. Care providers can maintain cash flow without introducing friction into the patient experience.
This smooth handoff from care to payment ensures revenue predictability without compromising the patient journey.
Conclusion
Collaborating with an experienced medical billing company, such as MB Global Group, introduces quantifiable benefits to the financial well-being and operational efficiency of a healthcare practice. Through a streamlined revenue cycle with proper coding, clean claims, and aggressive denial management, MB Global Group facilitates quicker reimbursements to providers and minimizes payment delays. MB Global Group’s staff manages the complexity of billing and payer interactions so that in-house personnel can concentrate on patient care. With profound knowledge in payer requirements and regulatory compliance, they also guard practices from delays, costly errors, and audits.
In addition to operational efficiencies, MB Global Group provides cost-effective, scalable solutions backed by advanced billing technology and specialty-oriented expertise. Their AI-enabled tools, transparent patient billing processes, and uncomplicated reporting improve collections and patient satisfaction. For an individual provider or an expanding medical group, MB Global Group is a genuine partner who assists healthcare organizations in streamlining billing, minimizing administrative expenses, and realizing long-term fiscal health.
Business
Tenant’s Obligation to Pay after an Eviction Notice

Getting an eviction notice can feel overwhelming and stressful, and it is easy to feel like it is the end of the world, without any idea of what to do next. However, if you are contemplating whether you will still be responsible for paying rent after receiving an eviction notice, you are not alone! Many tenants infer they will no longer have to pay rent once an eviction notice has been served.
In many cases, you’re still responsible for paying rent during the notice period, and non-payment can sometimes make things worse if you’re still trying to negotiate. It’s important that you understand your payment obligations, as this helps you avoid extra headaches during an already stressful time. Read along as this post breaks down what you need to know about paying rent after getting an eviction notice.
Difference between Notice to Quit vs Pay or Vacate
When you’re renting, the many documents can be confusing very quickly. You hear words such as “Notice to Quit” and “Pay or Quit.” Although they sound similar, you should know they are not the same thing.
A “Notice to Quit” is any written notice your landlord issues to terminate your tenancy. The landlord may want to reclaim the apartment to use it for himself, your lease may have expired, or again, it may be for other reasons permitted by your lease or local rules. You have to move out by the date specified in the notice unless you have a very good reason to dispute it, but a “Notice to Quit” does not mean that you did anything wrong. In that case, Bay Property Management Group Baltimore encourages tenants to follow legal procedures as part of their obligation.
However, a Pay or Vacate notice is more detailed. It is usually sent when your rent is not paid on time. You have a window of opportunity to resolve the issue, pay the past-due rent within a specific number of days, or vacate the property. Should you fail to do either, the landlord may proceed with eviction. Tenants are still required to pay rent until a formal settlement is discussed. However, a Notice to Quit usually doesn’t provide you the choice to stay, whereas a Pay or Vacate notice can, provided you catch up on your rent.
What Are Tenant Options After Receiving an Eviction Notice?
1. Paying Owed Rent
Although it can be frightening to receive an eviction notice, you could still have choices, particularly if it is for overdue rent. Paying the full amount of the past-due rent within the time frame specified in the notice is one way to avoid eviction. This is sometimes called “curing” the default.
If you are unable to pay the entire amount at once, discuss with your landlord the possibility of making a partial payment while you work things out or a feasible payment plan. Maintaining contact can occasionally buy you time and keep you out of trouble. To protect yourself, don’t forget to get written agreements. You may prevent eviction and maintain a spotless rental record for future housing opportunities when you make your payments on time.
2. Negotiating a Rent Payment Plan
One option that many tenants miss is creating a rent payment plan with their landlord. If you’ve fallen behind on your rent, reaching out to your landlord early to explain your situation and propose a reasonable payment arrangement might show your commitment to catching up.
Many landlords would prefer to negotiate a payment plan rather than face the time and expense of eviction. Make it clear how much you can pay and when, and try to have any agreements in writing to protect both sides. Although it won’t solve your financial problems, it can help you stay in your house, save you time, and lessen stress.
3. Seek Rental Legal Aid
One of the best things you can do after receiving an eviction notice is to apply for rental legal aid. Asking for legal assistance can be frightening, but it can greatly improve your knowledge of your rights and options. Legal aid programs for evicted renters are free or cheap in many states and local communities.
Legal aid lawyers can assist you in verifying the validity of the eviction notice, determining if your landlord complied with the proper processes, and even negotiating an extension of time to vacate or pay back your rent. In the event that your case goes to court, having legal support can also shield you from unjust verdicts and extra costs. Early assistance can reduce stress and provide a clearer path for you to follow during this period.
4. Voluntarily Move Out
Voluntarily moving out before matters escalate is certainly one option. If you are facing some financial issues or are having an unexpected change in your life, moving out on your own may be the best option for now. It allows you to prevent an official eviction on your record, which could result in difficulty renting in the future.
You have the opportunity to protect your credit and possibly work out a deal with your landlord to lower any unpaid rent or other costs by voluntarily leaving. It can be a means to leave amicably and spare yourself the anxiety of going to court. If you go this route, to prevent future disagreements, make sure you acquire any agreements with your landlord in writing and keep a record of the apartment’s condition after you vacate.
Conclusion
Facing an eviction notice is tough, but understanding your obligations as a tenant might help you go through it with less stress. In most cases, you still need to pay rent during the notice period, and staying on top of this can protect your credit and rental history. Whether you decide to pay your pending rent, set up a payment plan, seek legal aid, or move out voluntarily, taking action early is vital to settle things with your landlord.
Business
Building Dreams, Guarding Reality: Construction Site Security Guards in Los Angeles

Imagine it’s midnight in Los Angeles. The city vibrates with bright dreams, taco trucks, and late-night movie shootings. But while the whole town binge-watches some series, someone is out there, guarding your half-built property and managing the chaos.
We’re talking about construction site security guards; the quiet, steel-nerved guardians of progress. These folks are the Gandalf at the gate, saying, “You shall not pass!” to thieves, vandals, and uninvited wanderers.
Let’s get real, construction isn’t just bricks and beams. It’s billions in motion. And where there’s money, there’s mischief.
The City Never Sleeps and Neither Does the Trouble
Los Angeles is an alive, breathing paradox. It’s the city where dreams get built. From luxurious homes in Downtown to art decor revamp in Hollywood, LA is always under construction. Cranes stretch like giraffes in the skyline, and scaffolding is as common as palm trees.
But the thing is; construction brings risk too. There is open access, costly machinery, and half-finished structures all around the place. It is almost like abandoning a treasure chest unlocked in the middle of the forest.
And LA? It is a very quiet place. Petty crime is real. Copper theft is a thing. Equipment worth thousands can vanish in the blink of an eye. Even bored teenagers can turn a vacant lot into their personal skate park.
The Knights in Reflective Vests
Construction site security guards aren’t just human alarms, they are the sentinels of civilization. They’re part protector, part detective, and part therapist these guards walk the line. They patrol perimeters, watch CCTV like hawks, manage access logs, and sometimes even help with emergency response. Think of them as the Avengers of asset protection, but instead of capes, they’ve got radios and boots with dust older than TikTok.
And no, it’s not just about flexing muscles. It’s about vigilance. Awareness. The art of spotting what doesn’t belong. Security guards live by that creed. They react fast, smart, and calm like Jedi in hi-vis jackets.
What History Teaches Us
Let’s time travel for a sec. In ancient Rome, builders had temple guards not just to watch materials but to ward off sabotage. Fast forward to the 1800s, when Pinkerton agents protected railroads across America. Same job, different backdrop.
Let’s talk about the point here. People have always been dependent on someone else to watch its gates while they slept. Nowadays construction site security guards carry that torch. They are a part of a custom older than skyscrapers and smoother than safety drones. They might not get highlighted, but building a tower without them would bring nothing less than total chaos.
What Do Construction Security Guards Actually Do?
Glad you asked. Here’s a no-fluff breakdown of their day and night:
- Patrols: Walking the site regularly to spot anything odd—missing tools, unlocked gates, or shady shadows.
- Access Control: Making sure only authorized workers and vendors enter the site. Sorry, Kevin from accounting, you can’t just “take a look.”
- Surveillance Monitoring: Watching camera feeds like Sherlock Holmes with caffeine.
- Incident Reporting: If something goes wrong, they don’t just shrug. They document. They report. They help improve systems.
- Emergency Handling: Fires? Medical emergencies? They’re trained to assist until pros arrive.
Think of them as the immune system of a construction site. Detect. Respond. Defend.
Why Not Just Use Cameras and Alarms?
Sure, tech is cool. But tech alone is like leaving a robot babysitter for a toddler. Helpful, but not foolproof. A security guard brings human instinct to the table. You can’t teach a camera to recognize that something feels off. You can’t teach it to de-escalate a heated confrontation with words, not fists. To quote Sherlock Holmes, a fictional detective, but a smart one, “You see, but you do not observe.” Security guards? They observe. Big difference.
The Human Side: A Peek behind the Guard’s Shades
Want to know something wild? Many guards are former military, retired police, or folks with deep experience in crisis management. They’re not just warm bodies, they are walking libraries of situational awareness.
One Los Angeles guard we spoke to, let’s call him Eddie, once stopped a group of teens from spray-painting an unfinished school site. Not by yelling. Not by chasing. But by talking to them about their favorite rapper and gently redirecting them. That’s wisdom you can’t code into a sensor. Another? Maria, a single mom who works nights while her daughter sleeps. She once handled an electrical fire before the fire department even got there. Calm. Composed. Cool.
Who Hires Them?
Everyone from big-time developers to independent contractors. Got a multimillion-dollar hotel going up in Koreatown? You’ll want eyes on it 24/7. Building luxury homes in the Valley? Don’t leave that marble countertop unattended. Heck, even parking lots filled with idle bulldozers need guarding. Those machines cost more than a Tesla.
The Value of “Unseen” Work
Let’s zoom out. There’s a concept in philosophy called “negative space”, what you don’t see is just as important as what you do. Security guards embody that. You don’t notice them when things go right and that’s the whole point.
Their success is silent. Their work is invisible by design. But without them, you’d notice fast. Like missing keys, or missing cement trucks. Kind of like a good night’s sleep, you don’t appreciate it until you don’t have it.
Pop Culture Knows Their Worth Too
Remember the line from Spider-Man: “With great power comes great responsibility”? Well, reverse that. With great responsibility and risk, comes silent power.
That’s the security guard’s world. They carry the responsibility so other white-collar workers can perform their duties in peace. They are the first one to come to the place and the last one to leave, and the only ones who actually know what that peace costs.
The Real MVPs of Construction
If buildings are dreams made visible, then construction site security security guards are the dream keepers. They protect the promise of progress. They stand watch so others can build. They function smoothly between chaos and order, risk and reward.
So next time you cross a fenced-off construction location, with an individual watching the horizon, you must know; that person is doing more than just guarding bricks. They’re guarding futures.
Business
Real Device Testing vs Emulators: Striking the Right Balance

In software development, one of the most critical challenges is verifying the seamless operation of applications on a myriad of different devices, operating systems, user scenarios, and connectivity conditions. This can be especially true for web and mobile apps, where today’s users expect extremely smooth experiences. To do this, developers use testing approaches such as real device testing and emulators to test application functionality, performance and accessibility. Both methods have their pros and cons, and striking the right balance between the two is the secret to shipping good, inclusive software.
This post delves deeper into real device testing and emulators, gives the pros and cons of each and explains the best ways to use both to achieve the best tests.
What is Real Device Testing?
Device testing is the act of sending an app to a real device (e.g., smartphone, tablet, laptop, or desktop) in order to assess the performance, user experience (UI), or compatibility. This methodology validates the application in a real environment, taking hardware differences, OS versions, network dynamicity, and user behaviors into consideration. Testing on real devices is done either manually or by running the test scripts on tools such as Selenium, Appium or cloud solutions like LambdaTest.
What are Emulators?
Emulators (and their siblings, simulators) are software programs that do the work of a device but on, and as part of, a computer. Emulators simulate the OS and hardware of the target device type and enable developers to test applications without requiring the actual hardware. Some well-known emulators are, for example, the Android Emulator (replacing the old AVD Manager, a tool to create new AVDs, the Android Virtual Devices), and the iOS Simulator (replacing the old iPhone Simulator, only for iPhone development).
Key Differences
- Environment: Depending on the emulator used, both run in a virtual environment — the real device uses real hardware.
- Accuracy: While a real device delivers real-world results, an emulator might simulate some symptoms.
- Cost and accessibility: The real devices need investment in hardware or cloud service, while emulators are mostly free or cheap.
- Scope: Real devices behave as real-world devices, such as battery consumption or network latency, and emulators concentrate on testing at the software level.
The Pros and Cons of Real Device Testing
Benefits
- Real-World Accuracy: Actual user settings and device characteristics, such as hardware capabilities, sensor interferences, and network environment (e.g., variation in network delay), are captured. This way, things such as app crashes when low memory, or an erratic touch response, are identified.
- Complete Set of Tests: Real devices support full device-specific features like camera feature checking, push notifications or biometric checking, which is not possible with emulators or simulators.
- Accessibility Testing: This is vital for inclusive web and mobile development, so that even users with disabilities (for instance, using screen readers, or adaptive input devices) get to see how they experience the app in the real world.
- Network and Performance Reality: Devices introduce factors such as network delay, wireless signal strength, and battery consumption, factors particularly important in eCommerce apps, where performance dictates whether a user remains loyal.
Drawbacks
- Cost: Device lab (which includes iPads, Android devices, tablets…) is expensive. However, despite the convenience, cloud-based real device testing platforms may be encumbered with subscription fees.
- Scalability: It takes time to test your app on multiple devices, and even more so for large-scale apps or multiple target audiences.
- Maintenance: There is a need for maintenance of those physical devices, updating operating systems, security patches and hardware maintenance becomes another burden task.
- Availability: It can be challenging to access the most current devices or models (such as older versions of Android) for smaller teams.
Use Case
For an eCommerce mobile app, testing on a physical device is essential in the final stage to confirm that the payment gateway checkout works perfectly. Testing on multiple devices (including iPhone 13, Samsung Galaxy S21, and budget Android phones) ensures that payment gateways, touch gestures s and responsive design function perfectly, decreasing cart abandonment resulting from issues specific to a device.
The Pros and Cons of Emulators
Benefits
- Cost-Effective: Emulators are usually free or inexpensive since they are part of development platforms such as Android Studio or Xcode. That would make it accessible to start-ups and small teams.
- Fast and Convenient: With emulators, you can perform widespread testing without acquiring, setting up and maintaining physical devices. Developers can choose between virtual device configurations (such as screen size, OS version, etc.) in seconds.
- Controlled Environment: Emulators mean you can debug your app in a controllable, closed world -no network issues, or low battery issues to affect performance.
- Proto-testing: Using emulators is a perfect option to prototype software and do preliminary development, in order to test the basic app functionality before going to live device testing.
Drawbacks
- Restricted Realism: Emulators may fail to model hardware-specific behaviour, e. g., regarding GPU performance, sensor correctness, or memory restrictions, and generate false positives or false negatives.
- Collateral Inaccessible Testing: emulators are able to mock behaviour for some accessibility features (e.g., screen reader), but not for all features and it may be different compared to real devices.
- Issues with Network Simulation: Emulators can simulate network conditions, but can’t always replicate real-world factors such as spotty connections or carrier idiosyncrasies.
- Platform Specific Limitations: The developer of some emulators, i.e, iOS Simulator is available only on macOS. Hence, the developers of other OS don’t have access to it.
Use Case
Emulators such as the device mode of Chrome DevTools, in the course of creating a web-based eCommerce platform, can test how your responsive design looks for different screen sizes and resolutions. This is a way for developers to easily prototype layouts for tablets, phones, and desktops without access to physical devices.
Real Device Testing VS Emulators: Balancing the Two Sides
A hybrid approach for maximum testing efficiency and comprehensive test coverage is the best strategy and often consists of real device testing complemented by emulators. Here’s how to thread the needle between the two:
Emulate Early in the Development Process
When to Load: During Stage 1, such as prototyping, UI design and unit testing.
Why: Emulators are cheap and iterate fast with them. The likes of Android Emulator or Chrome DevTools can simulate many of devices and screens, helping developers to check for the key functionality and responsive design at an early stage.
For example, suppose you are developing an eCommerce app. In that case, you can test your product listing page’s layout to see how it looks on different OS versions and screen resolutions, and you want to check it out without even actually implementing the logic in the code first.
Transition to Real Devices for Key Areas
When to use: Integration, Performance and Accessibility testing.
Why: Actual devices can often capture fine data like touch sensitivity, battery drain, or screen reader efficacy that emulators likely can’t, which is paramount for eCommerce apps, with user confidence, checkout reliability, and accessibility on the line.
Example: Test the payment flow with actual iOS / Android devices to make sure that the biometric authentication (like Face ID) and payment gateway integration are functioning smoothly.
Use Cloud-Based Real Device Testing-triggered tests from multiple real devices which your app should work
When to Use: For running large, diverse testing on devices, particularly when physical device labs aren’t feasible.
Why: Cloud platforms such as LambdaTest afford us access to thousands of real devices representing a plethora of OS versions, screen sizes, and manufacturers. This way, you are getting complete coverage without having to maintain a device farm.
LambdaTest is a GenAI-Native test orchestration and execution platform that allows you to perform real device testing at scale over 3000 environments.
Sample case: With LambdaTest, one could test an eCommerce store on older Androids (e.g., Android 8.0) and also against the latest iPhones, leveraging global compatibility.
Combine With TestingTool For Accessibility Test
When to Use: During development, for WCAG compliance.
Why: Accessibility is essential to an inclusive eCommerce experience. The features, such as screen reader and keyboard navigation support, can be ensured to be functional via tools like LambdaTest DevTools accessibility extension for Chrome (which we talked about above), which can be added on both emulators and the real device.
Example: Run LambdaTest Accessibility DevTools on an emulator to verify initial WCAG compatibility, then test results on actual devices using assistive features such as VoiceOver or TalkBack.
Prioritize the actual devices for final validation
When to Use: Prior to release or while doing regression testing, or for areas of the product that carry a lot of risk (this could include things like payment systems).
Why: Actual devices give you the most realistic picture of what end-users experience, catching edge cases that emulators don’t, such as those elusive device-specific bugs and performance bottlenecks.
Example: Validate the e-commerce app’s push notification across real devices to ascertain it is being sent and rendered correctly across various manufacturers.
Best Practices for Testing on Real Devices and Emulators
- Determine Testing Goals: Determine what parts of the app (UI, performance, accessibility) need to be tested on real devices vs simulators or emulators. For instance, use emulators for UI layout and real devices for accessibility and performance.
- Build a Device Matrix: Whittle down a list of devices that your demographic uses (such as the most popular iOS and Android devices, or screen sizes). Test on emulators for wide coverage and real devices for edge cases.
- Automate: Leverage automation frameworks such as Appium or Selenium for running your tests across emulators and actual devices, which results in less manual effort and brings more consistency.
- Test Accessibility Early: Ensure your code is accessible by testing it early using LambdaTest Accessibility DevTools within the development and production environments, to catch errors early and validate on real devices.
- Track Real-World Feedback: Keep an eye on user feedback and analytics after launch, and use this information to identify device-specific bugs and their relevance for future testing priorities.
- Maximize Cloud: Adopt cloud-based testing services to scale real device testing, while renting instead of buying devices can strike a balance between the cost and coverage.
Challenges and Solutions
Challenge 1: Cost Management
Issue: Testing on physical devices is costly, especially for smaller teams.
Answer: Emulate for the first shot and the real device for critical functionality or final validation. Services, such as LambdaTest, are cloud-based platforms offering low-cost real devices.
Challenge 2: Fragmentation
Issue: The large number of device-OS combinations (specifically on Android) makes testing everything almost impossible.
Solution: Analyse the most popular devices within your demographics and test those first. Less typical combinations can be emulated.
Issue 3: Web Accessibility. If not accessible to people with disabilities, that’s not inclusive.
Challenges: Being able to provide a consistent development experience for all devices is complicated, as emulators do not always emulate assistive technology.
Solution: Cross-verify emulator-enabled accessibility scans with real device testing through tools like VoiceOver, TalkBack, or the LambdaTest Accessibility DevTools Chrome Extension.
Conclusion
The emulators and real device testing both have their place when it comes to building inclusive eCommerce applications to ensure high quality and user satisfaction. They form cost-effective, flexible bases set for early-level development and wide-ranging coverage with emulators, and for accuracy, accessibility, and real-world performance in testing on real devices. Taking a hybrid approach that leverages simulators for prototyping and early test passes, cloud-based real device testing for scalability, and real devices for final validation can help developers achieve the right balance.
Tools such as LambdaTest Accessibility DevTools Chrome Extension can help to streamline this process even more, making sure the pages of both environments are WCAG compliant. Finally, when you combine these approaches with clear testing goals and automation, you will build strong, accessible, user-friendly applications that can provide for the broad and varied needs of your audience.
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