Showing posts with label critical thinking. Show all posts
Showing posts with label critical thinking. Show all posts

Sunday, July 2, 2023

A Case for Digital Transformation

Exploring Evidenced-Based-Data Results

 

Many products in development claim Evidence-Based-Data findings.

What is their data authenticity? What kind of testing, and by whom?

This article is in response to my previous “Proof is in the Pudding” discussion, where I self-monitored my internal responses in parallel to the participants’.

Subsequently, my former personal anecdotal review can be validated by lengthy clinical research findings.

Most product-building data collections, unfortunately, are heavily anecdotal, or computerized self-tests, rather than having rigorous scientific analyses.  

Participants can be assessed by informal tests in specific areas, by self or instructors.  Compilations then become compiled by doctoral, or representative students in labs, or by computerized selection formats.

The BTA has applied both types of assessment extensively, through 13 test sites with many 3rd party evaluators, testing companies, and institutions. 

The treatment outcomes included both criteria- referenced elements (continued to the present time), and highly recognized diagnostic standardized tests, monitored in depth by three independent testing companies, and five universities.

Although the confirmed results are precedingly dated, they remain substantive, as they were evaluated at so many assessment levels, with high level statisticians/evaluators, and circumstances.

Participant longitudinal data is hard to come by, as the learner often changes locations. Parochial schools are preferred, as students often move lock-step from grade- to- grade.

In the 2-Parochial school study, the goal was to determine if the results generalized to higher achievement scores. 



Out of 14 classrooms, only three adhered to implementation protocols and obtained results (two fourth grades and a 6
th grade).

These students, moved forward with new teachers, and were followed by assigned numbers for 2-4 years longitudinally, as long as they remained at the middle school level.

The implementation problem was embedded in the poor technical media applications available in 1996. 

Only three teachers could manage juggling video and audio tapes with an overhead projector, for 48 lessons on a daily basis. 

And, following heavy on-site teacher training, applying students’ handwriting on worksheets.

Surprisingly, these written worksheets, revealed important cognitive changes within the first 20 days.

Interestingly, the two schools with the 4th and 6th grades’ high results, elected to verify my outcomes with an independent testing company; Educational Testing Service (ETS) of Princeton, NJ.

Outcomes

The subsequent verification of my results indicated that I needed to wait for the right technology to emerge, even if it took a waiting time.

Broadband internet availability, with finding the right photographer/sound editor, who could incorporate the many embedded instructional layers into one brief, daily filming lesson, was crucial.

Then, hopefully, creating high fidelity, excellent phonological sound quality, with streamlined, engaging, and timing with puppetry.

Subsequently, I waited, and completed the problematic, on-going project’, now prepared for broader digital transformation.


Drahozal, E. (Vice President, Iowa Test of Basic Skills - ITBS testing service, personal communications, technical assistance, April 18, 1998, May 17, and May 27, 1999 and June 8, 1999). Ithaca, IL: Riverside Publishing Company.

Erland, J K. (c February 1986, 1989).  Contrapuntal Thinking and Definition of Sweeping Thoughts.  Lawrence, KS

Erland, J.  K.  (1994).  Analytical skills training through video-tape instruction develops higher-order thinking skills capability.  Journal of the Society for Accelerative Learning and Teaching, 19, (2), 155-227.

Erland, J . K. (1995).  Cognitive skills training improves listening and visual memory for academic and career success.  in ERIC Clearinghouse, Journal of Accelerative Learning and Teaching, 20, (1 & 2) 87-101.

Erland, J.  K.  (October 1997). Fitting into the high-performance workplace. The American Society For Training and Development. KC-ASTD’s VISION. p. 1

Erland, J.  K.  (Fall, 1998).  Cognitive skills and accelerated learning memory training using interactive media improves academic performance in reading and math.  Journal of Accelerative Learning and Teaching,23, (3 & 4), 3-57.

Erland, J. K.  (Spring, 1999).  High performance thinking counts.  Performance In Practice.  The American Society for Training and Development. and KC-ASTD’s VISION, February, 1999.

Erland, J.  K.  (Spring, 1999).  Brain-Based learning longitudinal study reveals solid academic achievement maintenance with Accelerated Learning practice.  Journal of Accelerative Learning and Teaching, 24, (1).

Erland, J. K. (Summer-Fall 2007). Five generations, 27-years of iterative experimentation demonstrates cognitive skill improvement enhances academic achievement and career goals.

Frisbie, D.  (Ed., ITBS, personal communication, technical assistance, June 10, 1998 and August 9, 1999). Iowa City, IA: Iowa Testing Service.

Hoover, H. D., Hieronymus, D. A. Frisbie, D. A., & Dunbar, S. B., (1993)  Iowa Tests of Basic Skills Content Classifications with Item Norms.  Complete/Core/Survey Batteries, Levels 5-14.  Form K.  Chicago, IL: The Riverside Publishing Company.

Riverside 2000. (1994). Iowa Tests of Basic Skills Integrated Assessment Program, Technical Summary I.   Chicago, IL: The Riverside Publishing Co.

Science Research Associates Standardized Achievement Testing (1985). Survey of Basic Skills. Chicago, IL: SRA.

 

Wednesday, September 21, 2022

Looping Images and Sounds

 

Looping Images and Sounds

Evoke Deep Learning Promise

Rotating Comic Characters

Offer

Deep Learning Practice

 

Current psychological research relates that over-dependence on device/computer screens can lead to short attention spans, with our visual speed crushing our inherent listening capability.  Yet, we still rely heavily on multiple screens for our daily pursuits.

How can we maintain our exposure to the myriad of screen images, with multiple details on split visual fields, and yet use them even further to benefit and escalate us? 

Although our visual memory can dominate with this screen adhesion, our auditory memory (listening) then suffers, out-of- sync.  Unable to integrate auditory, we can only focus on singular image-memory intake. One-item-at-a-time; primarily, visually.

 However, we can remedy this imbalance, and put laborious visual screen intake to our advantage. But, that is, if we agree to undertake the needed effort required; admitting that a better focused, integrated, memory spans has personal value. 

Question:  Why do I need Deep Learning rehearsal looping practice to obtain higher memory spans? I have plenty to do with my screen life as it is, and there are many simple brain games available.

Answer:  Because most jobs now require procedural training with an eye for detail, management acumen. Everyday life demands require fast organizational self-management. Furthermore, our daily life and work productivity could suffer, especially if procedural listening and instructions are required.

 Change needed.

Call in comic characters to the rescue -- inanimate 3D objects become activated

Looping images and sounds can strengthen our minds. Continuous rehearsal segments will affect the frontal brain cortex for improved working memory [1] required to quickly learn procedures. Okay, what will comprise these segments?

 Looping comic characters.

Five specific characters, in a researched and practiced program, entered the rehearsal paradigm stage.  Although they varied in gender, appearance, personality, and temperament, nonetheless, remained non-distracting, timed objects.

But, soon they went to work, becoming free to loop repetively with interplay.[2] Their assignment was mental skill sequencing practice, fundamental to following oral and written directions and procedures.

The looped motion interaction evolves into its own reinforced learning [3] for the participant. Each spoken entity creates a visual and sound unit to reinforce the preceding segment, as Leonardo noted in the early 1500s, Renaissance. [4]

The visual facial patterns become oriented in space-time creating their own local motion/sound/visual energy.[5]

Question. How will these objects create auditory memory integration with Deep Learning features? 
Answer: Through 5th Dimension counter point, [6] or parallel thought [7]

Question:  What is the 5th Dimension aspect? Is it strictly an assumption?
Answer:  The 5th D formulates as a result of combining the first four dimensions that had decades of scientifically documented mechanisms. The three common dimensions now create four and five added complex dimensions into one serial, cumulative, conception.

All five progressive dimensions each had years of scientific, well-documented, authenticated research and practice. [8]

1st Dimension – flat objects

2nd Dimension – cartoons

3rd Dimension – cubism, 3-D

4th Dimension – 4D - quantum sound and image sounds, into higher memory span loops over time and space distances (complex segmented layers in a smooth flow field). [9]

5th Dimension – 5D - layers of looped thought creates Counterpoint known as parallel thinking[10]. The constant looping span rehearsal formulates Deep Learning practice.



[1]  Kandel, E. R. (2012). The age of insight. New York: Random House.

[2]  Hofstader, D. (1979). Gödel, Escher, Bach: The eternal golden braid. New York: Basic Books. p. 239.

[3] Wayner. P. (Sept. 5, 2022). What is Reinforcement Learning?  How AI Trains Itself. MetaTech Online Events.

[4] Shlain, L. (1991). Art and physics: Parallel visions in space time, light. New York: William Morrow. p. 433.

[5] Adelman E. H. (August 1991). Mechanisms for Motion Perception.  Optics and Photonics News, pp. 24-30.

[6] Rumelhart, D. E., McClelland, J. and the PDP Research Group. (1986).  Parallel distributed processing:  Explorations in the micro structure of cognition.  Cambridge, MA: MIT Press

[7]  Erland, J. K. Erland, (February 4, 1986; copyright TXu 225 862). Contrapuntal Thinking and Definition of Sweeping Thoughts.

[8] Erland, J. K. (Fall 2000). Brain-Based Longitudinal Study Reveals Subsequent High Academic Achievement Gain for Low-Achieving, Low Cognitive Skills, Fourth Grade Students. Journal of Accelerated Learning and Teaching. 25, (3&4) pp.5-48. ERIC ED # 453-553. & # CS 510 558. https://Books.Google.com/jankuypererland page 41,

[9] Learning Visual Groups from Co-occurrences in Space and Time. (2016). Isola, P., Zoran, D., Krishnan, K., Adelson, E. H., International Conference on Learning Representations, workshop paper. Abstract PDF

[10]  Erland, J. K. (1986), (February 4, 1986; copyright TXu 225 862). Contrapuntal Thinking and Definition of Sweeping Thoughts.

 

Thursday, March 24, 2011

Sharpen Your Problem-Solving Skill

Our work world is becoming ever more complex as we work in teams and problem-solve continuing workplace issues. Even our personal lives are complex. In facing problems, it is baffling why some of us can see them coming, and can diffuse them off, while others stay mired in a constant web of distress.

Although we avoid looking for trouble, we often wish we could be better at avoiding it before they appear as full-blown issues that we must cope with.

Unfortunately, we can stay locked into an analytical mode, do not recognize situational patterns, and miss the point. We become so engrossed with scrutinizing details that we fail to see the big picture. Missing clues that are obvious to others, we stumble along.

Concurrently, this is detrimental to our image and future as we can become pigeonholed at a particular skill level in our work.

It all boils down to having an ability to intuitively spot patterns going amiss with our work and daily life situations. How can we do this?

We need to reflect and understand our own mental machine and our information processing capability. It lies in our ability to encode right-brain patterns quickly and then recognize tell-tale signs of irregularities. This is referred to how "we see into situations," or “getting it,” and you probably know if you are adept in this area.

What can we do to see into situations with their web of inherent difficulties? We can become aware of insightful patterns and improve our encoding ability for spotting pattern breaks which alerts us that something is amiss.

What is a pattern break?

A “pattern break” is something different in routine thoughts, body language, wording, speech, routines, actions, individual’s appearances, or expressions. When you see something differently than expected, or out of the norm, you must become aware of your insightful realizations, and put yourself on “alert,” and react accordingly.

Avoiding Problems at Work: Observe the team members you work with. What are their attitudes, values, and hidden agendas? Are they sincere? What does their body language indicate? Do they appear positive and offer honest opinions? Are their contributions valuable to the project? Or, are they convoluted and too complex to be practical? Will their input create complications?

What are the drawbacks?

Do you see their work favorably, creatively, with an open mind? How does the team compliment each other in terms of work quality and input? How will I react to an impending obstacle? Will I remain level headed, as I notice irregularities? Can I systematically solve them by smoothing out the missing links?

Avoiding Problems at Home, ask yourself: Am I taking time to participate and listen to family members? Do I spend too much time "in my own world?" When I see a bad situation, can I work through it systematically, noting the attitude and reaction along the way? Do I hastily react, creating a deeper abyss of trouble? Am I willing to compromise and work the problem out before it intensifies?

Avoiding your Personal Problems, ask yourself: Do I continuously make the same mistakes, because I do not recognize self-destructive patterns? If I do recognize them, am I unwilling to change the pattern because it has become a habit (like smoking or drinking alcohol excessively)?

How to practice and speed up your encoding of patterns:

1. Learn a foreign language -- practice new vocabulary words with a tape recorder as a response system. Speaking creates sound patterns that activate the brain.

2. Learn to play a new musical instrument. Musical notes are symbolic patterns. Reading music involves rapidly encoding notes while scanning the measures and phrasing. It is excellent brain exercise.

3. Try repairing or installing something mechanical. Note the design or maintenance patterns. Many of us dislike and avoid reading technical manuals. However, noting technical patterns, as on Smart Phones, is good encoding practice.

Becoming aware of the evolving patterns in our world will keep us sensitive to things that are out of kilter and which create problems that we can do without.

Wednesday, September 8, 2010

Don't Fire the Teachers - Retrain the Kids' Learning Abilities

Teachers are in a hotbed now. Not only are salaries and teaching positions frozen, but many are being fired due to budget constraints. School Districts and Schools, not knowing how to get a handle on whom to show the door, have tied standardized testing classroom scores to teacher worthiness and instructional excellence.

Teachers are being asked to “re-teach” what children have not learned: like basic math facts, generally taught in the third grade. With specific curriculum requirements for each grade level, it is difficult to go back and continually review, and then have enough time to teach the necessary basic skills for that particular grade level.

To top it all off, teachers, grades four and up, are forced to spend several hours daily, four days a week, to teach the standardized test mechanisms. This is not subject matter-content instruction; it is merely test-taking mechanics on how to choose a multiple choice answer and move through the exam in a certain amount of time. Struggling students often sit with a higher-ability level peer and mimic test-taking actions, not understanding the concept.

What is not taken into consideration is that classroom student ability level composition varies from room to room. One class may have more “struggling” students than another, placing that teacher at a disadvantage compared to another class of higher ability students.

What is missing here is that each student’s ability level should be pre-tested in the early elementary grades, and carefully followed by the parents and teachers. That way, learning progress can be tracked.

Private assessment consultants can be identified for parents’ engagement, and brief group cognitive skills standardized test batteries can be administered by the school in early elementary years. Listening and visual deficiencies can be pinpointed as to severity. Classrooms can then have a fair distribution of ability levels dispersed between classes.

Any teacher should not be unlucky enough to inherit a classroom full of low performers, and then be fired because they were tough to teach and failed to obtain immediate test results.

My own research demonstrated that a classroom of low performing fourth graders did not obtain a change in standardized test scores immediately following a strong intervention. The results appeared a year later, when the students’ scores were reconfigured, and it was discovered there was sometimes a latency effect with slow learners. Two years’ later these two low-achieving classes passed up a group of gifted students, achievement score-wise because of my intervention.

Moreover, should we fire the unlucky teacher who had to wait a full year to see results from her own excellent teaching? And, ironically, the subsequent teacher receives applause and a bonus for the work the former teacher conducted?

Concurrently, students’ learning abilities are not predetermined, and the myriad of drill and practice subject matter computerized programs while they do some good, do not remedy the information processing shortcomings. That is why we are caught up in this academic achievement dilemma.

We spend time practicing the mechanics for standardized tests, do not learn the subject matter, nor are we retraining cognitive abilities so every child can be an efficient learner. With systematic early student ability retraining, teachers would be able to teach, students would learn what they are taught, achievement test scores would systematically raise, and teachers will not have to be fired.

Saturday, July 31, 2010

“Rushed and Connected: Why Do We Crave Social Networking?”

Do you get an adrenalin rush viewing a snippet of unimportant information on your social networking page? Perhaps an incredibly accessible internet with our sense of personal isolation promotes our craving for social networking. Why do we exist in a state of continual “hurry and worry” with a need to be connected remotely rather than personally face to face? Do we live sheltered within our pressing moments, a click away from our next connection?

Have you ever wondered, while out in traffic, why cars are racing, darting in and out of traffic lanes, their drivers hurriedly talking on their cell phones? When we reach our intended destination, have we completed a purposeful objective? Or, do we rush on to another scheduled commitment?

Why do we stay in constant communication with a distant voice and texting, adding simple remarks on social networks, remain available to chat with online strangers or people you knew years ago, yet not know the name of your next-door neighbor?

Nevertheless, the list is almost endless with positive online social networking opportunities: gaming, dating, learning, business, health, social, shopping, blogging, job searching, and health; they still remain as abstract social connectedness.

Online networking can be meaningless, even inane; compared to time spent reading good literature, sitting down visiting with a friend, or writing expressive discourse. Some captured remarks off my page: “We need rain.” “I will enjoy buying school crayons.” “My dog misses me.” “I hear thunder.”

This is first-rate conversation?

Yet, virtual social urgency somehow feels safe, a consoling part of us, less judgmental, and we don’t have to find ourselves feeling self-conscious in front of others. There is no body language to read.

Happily, social net pages lack traditional societal income level pecking orders, and rely more on meritorious achievement connecting “like minds.”

Subsequently, we are all in there together, and can easily remove ourselves by touching the off button. Or “X’ them off our list. Done. Chats can be unanswered. Nothing is justifiable, or has to be explained, no commitments.

Today’s Gen Y generation is “I want it now – and I will get it now.” That means, they have to hurry to get it, or at least they think they do. And, they remain connected online. Is the internet the perpetrator, or is it merely a fast-tract social avenue?

Those that seem to be in the biggest hurry are Gen Y, people ages 18-32 and are 30% of the internet population. Those younger, ages 12-17, are online 92% of the time, whether it is communicating through texting, locked in entertainment, or researching on netbooks or smart phones. (Pew Internet Research, January 2009. “Generations Online, 2009.”)

This younger group, our teens rush also, especially when going out for fun or shopping, expecting the next moment to change their reality. Staying in a constant state of “trivial busyness,” they receive instant gratification from the internet’s beckoning social opening, their virtual world. Do social pages satisfy their inner insecurities and nervous anxieties?

Maybe it is time to step back and spend less time with the addictive social connectedness rush. Quietly consider future objectives and how we might reach them. There is a saying, that all comes to fruition in the “fullness of time.” Unfortunately, creating a sense of purpose takes patience, with directed focus. It is something to contemplate.

Friday, June 4, 2010

Fooled by False Indicators?


We are bombarded daily from a myriad of distorted signals, including unreliable financial, market and real estate reports, and blatant advertising. It pops up everywhere. We become wary.  Thousands of tweets beckon our way; most are promotional in nature.

Software has been designed for social media marketing, in addition to existing sales sites, to make purchasing decisions based upon your clicks, and the type of merchandise you buy. Soon this 3.0 technology will be on hand-held device apps.

Does your intellect challenge the validity of the onslaught of these intertwined signals? Or, do we become thick-skinned; ignore what we can, as we grapple with it? It becomes a sorting process.

Now, there is an additional, insidious layer that many of us do not take into account or even recognize; False Indicators. According to Kelley Services (May 5, 2010, New Wave of Independent Contractors Emerging Around the World), more than one quarter, 26%, of the work force is self-employed as consultants or professionals, including legal, medical, technical, software developers, automotive, and website developers. Not easily obtaining your attention, they can also obtain your business through sales pressure, or even unethically, insidiously, through slow, deliberate measures. And, to top it all off, in many cases, you will overtly request and welcome them.

Independent professionals need to earn a living and obtain strong cash flow. Here is where false indicators come into play.

Every day we encounter a myriad of small-to- large problems. The biggest mistake we can make is not trusting our own problem-solving capabilities.  You can find yourself distorting your own insightful signals. It is time to believe in your own intuition and what makes sense.

Something goes wrong. Frustrated, we seek help, those who seemingly will have an immediate answer and can resolve the problem.

Assistors will have one thing in mind; capitalizing on your problem, whatever it may be. Can we trust them? They will offer cordial assistance so articulately; you will not suspect their motives. The problem seemingly resolved, you will smile, and thank them gratefully, and make payment.

I will list some situations, that could have been most unfortunate, to say the least. The examples will be followed by some insightful, problem-solving suggestions.

1)      Block Banking Theft.  Having a check payment to use as a model, an interloper prints and forges a counterfeit check to your account, cashing it at an out-of-town bank. This type of occurrence is typical, according to the bank.

Counterfeiters focus on numerical figures between 2- and 7K, a typical down-payment amount. Some large banks have fraud departments that scan checks for irregularities. A suspicious check is red flagged, and bank check inspectors then study close signature replicas. If not caught, the counterfeit check will clear by 11 AM in most banks. In most cases, you will be held accountable, and will have to notify the police, and fill out a report, before the bank can proceed with an investigation. The problem will take your time, energy, and money.

Advice: Have on-line banking accounts and check your accounts daily at 7-8 AM. Print them out and make sure they are copacetic. If there is an unusual large, unidentified check in the “pending” column, notify the bank immediately, and go there if possible, to have it blocked. In the case where checks have been printed, that infers that additional false checks may be pending.

Subsequently, when this scenario happens, banks recommend that you immediately close your account and open a new one to block any continuing fraud. It is also a good idea to have an additional, auxiliary (decoy) banking account open, and ready to go; not only to monitor unfamiliar vendors for your own personal safety, but so you do not have the sudden work of opening a new bank account, and then wait several days to install special features, such as covering bounced check charges. Better still, pay cash for any risky expenditure, like yard maintenance by a new vendor. Then, additionally, set up” Theft Block” for your credit cards and banking accounts.

2)     Printer Jam. Printing jams are common occurrences, and we are used to removing stuck paper feeds. But, this time, it seems different. Impatient, we rush to conclusions, and consider calling the printing tech. Yet, if we do this, we know he will say “it is the fuser roller” and we need a new one. Be sure to consider the age and condition of your printer, and whether it worth the repair investment. If the tech has come out to your office, there is an on site charge, plus time and equipment. We gratefully thank him for promptly coming and his time.

Advice:  Take your time, checking all of the feeding avenues for jammed paper. Check for paper over-fill beyond the guidelines. Make sure it is inserted squarely, and does not have crimped edges that will buckle during the feed. Turn the printer off and reset. Be patient, and carefully reprint. Only then, decide whether you need the tech person @ $75 an hour.

3)      Malfunctioning Car Ignition: Nothing is worse than your car not starting during the summertime. You are stuck, a couple of miles from home. Fortunately, you have a back-up car key, and try that. It works. Is it an electrical shortage with the ignition?

You take your car to a reputable, popular mechanic to have it checked, as you do not want it to happen again. You trust him, are reassured that he can problem-solve the issue, so you stay on the wait list. Overloaded with work, he keeps your car three weeks, even checking in with him daily. Undoubtedly, the cost will be more reasonable than the auto’s recognized dealer.

Final verdict: bad electrical system. For 1K he can repair it. And, soon.

Advice: Ask yourself, is this believable? I did not want to be fooled into spending 1K. Yet, you need your car, right?  It has been a three weeks’ wait.

Stop and think: The second key started the car intermittently – sometimes it worked, and sometimes it did not. Unbeknownst to us, there was a small burr on the new key. Yet, could it be the car key that was causing the ignition problem? We took our auto to the dealer. He tried both keys, and the one made by the locksmith was faulty. Three weeks without a car, but we saved 1K. Consider having a second mechanic’s diagnosis, always double check locksmith’s back-up keys – don’t switch it around with the original key, or go to the car maker’s dealer, where the company offers support to problems. Or, best yet, use your own intuition in combination with others’ help.

4)      Jammed cell phone settings:  I fiddled with the cell phone call settings, and suddenly could not make calls or hear ones entering. Read and reread the manual, until it was memorized. Found no appropriate info. Went to the dealer.
Verdict: speakers have gone out. Of course, need a new cell phone, coming complete with a 2-year contract. I insisted that it was not the speakers, and I wasn’t going to “fall for the sales pitch.” The agent, admitting that every cell phone model has different settings and sequences, finally said, “You may be on to something – the problem is not listed in the manual. It is part of the cell phone architecture.”

He unlocks the setting.

Advice:  Don’t jump to false conclusions regarding your cell phone. The best thing you can do is “dink with it” or find a tech savvy young person to problem-solve the settings. Bottom line: do not fall for new cell phone 2-year contracts. If forced to replace your cell phone, take time to consider the amount of phone time, convenience needs, and the cost benefits before jumping into a new purchase. In the meantime, consider buying an inexpensive “paid minutes by card” cell phone at a discount store.

5)      Extensive Dental work:  Dentists dream of big repair jobs, especially those requiring root canals and crowns. That will offer income to cover overhead costs, for a European summer vacation, or a down-payment on a condo. If you have bridges or partials, any additional missing tooth will require new appliances with extensive work. To keep a loose tooth, a post may be inserted. Without a root canal, it will abscess. That will require more work, and a new design for your mouth. Complex work architectures trying to maintain teeth are rewarding for dentists, but time-consuming, exhaustive, painful, and expensive for you.

Advice: Dentists, even prominent specialists, will never reveal missteps and issues of their fellow colleagues. If you are having potentially expensive, large project, dental questions or issues, do one- or-both of two options: 1) Get advice and a thorough evaluation from a prominent dental school instructor-specialist. 2) Go to another state for a complete evaluation by one or two dentists. They will give you an honest opinion, because it is a different state, and they have no obligatory ties to the lack of ethics, or poor dental treatment quality of those practicing in another jurisdiction.

These are examples of false indicators that can encapsulate you. Try to resolve your problems through careful, insightful problem-solving, and by considering the following steps:

-          Deal with only reputable people. Ask around.
-          Do not jump to false conclusions.
-          Give your decisions careful consideration and thought.
-          Do not be easily duped; stick to your rationale.