A policy perspective for Army dentists performing posterior restorations.Abstract This study reviews trends and behaviors in both the civilian and Army dental communities with regard to posterior restorations and choices of material for the restoration, and suggests policy perspectives for Army dentists based on this behavior. Items of research interest include provider experience, type of restorative material used, and the survival time of a posterior restoration. Data are obtained from the Washington Dental Service and the Army Dental Care System. The methodology used to review performance is Data Envelopment Analysis Please [improve the article] or discuss this issue on the talk page. . The study shows that efficient dental providers produce longer lasting restorations regardless of material, and there is no difference in survival rate between amalgam and composite restorations when the restoration is performed by an efficient provider. The study has managerial implications for the improvement of military dental services through increased operational efficiency. The study has policy implications for better allocation of Army health resources and improved dental readiness within the military force structure. Introduction The longevity of dental restorations depends on many factors including dental materials, the dentist, and patient hygiene habits. Dentistry is often referred to as a cottage industry cottage industry: see sweating system. , yet the cost of dental services are substantial. In 2001, US national dental expenditures were $65.6 billion, an 8% increase from 2000. (1) Since dental restorations do not last forever, a cycle of restoration replacement is critical within DoD because dental readiness is a requirement for US military force deployment. A systematic review on the literature of the longevity of dental restorations concluded that 50% of all restorations will last 10 to 20 years, although significantly higher and lower survival times have been reported. (2) Several types of commonly used restorative materials are used for posterior teeth. These include amalgam, composite resin Composite resin Plastic material matching natural tooth color used to replace missing parts of a tooth. Mentioned in: Cosmetic Dentistry , glass ionomers, gold, and porcelain. Dental amalgam dental amalgam Dentistry A filling material that contains up to 50% mercury, silver and other metals. See Alternative dentistry, Fluoridation, Gutta percha, Mercury. is an alloy of mercury that incorporates silver, tin, copper, and zinc. Amalgam remains a popular dental restorative material because it is versatile, adapts well to use in the wet oral environment, and is relatively inexpensive. Previous studies have found amalgam to be the most cost effective and durable restorative material available. (3-8) Composite material composite material or composite, any material made from at least two discrete substances, such as concrete. Many materials are produced as composites, such as the fiberglass-reinforced plastics used for automobile bodies and boat hulls, but the is a quartz and resin base material that can be matched to the patient's natural tooth color and is seen as more cosmetically pleasing to patients. However, it has been viewed as less reliable for posterior restorations because of increased mastication mastication /mas·ti·ca·tion/ (mas?ti-ka´shun) chewing; the biting and grinding of food. mastication (mas´tikā´sh forces and the potential marginal leakage due to insufficient bonds on large sub-gingival restorations. Less common restorative materials for posterior teeth include glass ionomers, gold, and porcelain. Glass ionomers are also used in a limited fashion, primarily serving as an interim or temporary restoration. Gold and porcelain based restorations are also options for restoring posterior teeth, but are significantly more expensive. (3-4) Cast gold restorations function well due to similar wear properties to enamel, but laboratory fees significantly increase costs and the restorations generally do not meet the aesthetic concerns of the 21st century. Porcelain restorations meet aesthetic concerns but are expensive and can wear opposing enamel surfaces. The cost of porcelain and gold restorations make them impractical for use within the Army and DoD. With respect to the two common restorative materials, amalgam has historically been considered the restorative material of choice for most dental providers due to the perception of superior performance and lower cost. However, due to increasing aesthetic concerns of the military population and public concerns over the safety of amalgam restorations due to the perceived effects of mercury, amalgam restorations may no longer be the consumer or provider restorative material of choice. Supporting these public concerns, the 1999 American Dental Association (ADA) Services Rendered Survey reported that 54.1% of all restorations placed in the US in 1999 were composite resin based. (5) This significant shift toward composite use has not taken place in the military, where more effective and less expensive amalgam is still popular. This investigation evaluates the longevity of amalgam and composite posterior restorations, including the impact of efficiency with respect to Army dental providers. Background In the civilian community, amalgams are more frequently placed on posterior teeth. This is because dental insurance Dental insurance is insurance designed to pay the costs associated with dental care. Dental insurance pays a portion of the bills from dentists, hospitals, and other providers of dental services. companies are more likely to reimburse a patient for an amalgam restoration on a molar, but decline to reimburse for composite restorations because the amalgam restoration is cheaper and fits the standard of care. (6,7) The ADA conducted a nationwide survey of dental fees in 1999 which found that the average cost (based on the 75th percentile) of an amalgam posterior two-surface restoration is approximately $93, while a similar composite restoration costs approximately $139. (8) Amalgam restorations in permanent teeth have been the most common operative dentistry operative dentistry, n the branch of dentistry that deals with the esthetic and functional restoration of the hard tissues of individual teeth. procedure in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. . (9-14) Dentists have avoided placing more aesthetic posterior composite restorations because of their perceived inferiority and higher costs to patients, as well as the likelihood of their being refused reimbursement by the dental insurance companies. (11,15-17) Some researchers suggest that amalgam's acceptable record of accomplishment has established a practice guideline that establishes it as the posterior material of choice in restorative dental practice Noun 1. dental practice - the practice of dentistry practice - the exercise of a profession; "the practice of the law"; "I took over his practice when he retired" . (18) Recent research suggests that, in fact, improved materials and techniques are resulting in superior composite restorations, with failure rates virtually indistinguishable from those of amalgam. (19) The results of this study are significant as DoD strives to increase the dental readiness of the force structure while minimizing dental costs. Though composite restorations are gaining popularity in private practice settings, public settings such as the military and public health clinics may be slower to adopt these practices. The perceived durability combined with being less expensive and technique sensitive makes amalgam the chosen restoration material. The Army Dental Care System (ADCS ADCS Alzheimer's Disease Cooperative Study ADCS Automated Data Capture System ADCS Attitude Determination and Control System ADCS Attitude Determination and Control Subsystem ADCS Assistant Deputy Chief of Staff ADCS Army Dental Care System ) provides dental services for the 485,000 active duty Soldiers worldwide and their family members overseas. The system can be viewed as providing dental care in a public health arena. The 1999 ADA data on restorative material use is a reflection of private practitioner trends as the data comes from insurance claims. In that study, 54% of all restorations were composite restorations, while only 46% were amalgam. The figure compares composite and amalgam restorations placed by the ADCS versus the US national average. [GRAPHIC OMITTED] The trend shown by private practitioners is not consistent with restorations by Army dental providers. In fiscal year 2002, 60.7% of all restorations placed in the ADCS were amalgam, and 38.1% of posterior restorations were composite. The data clearly documents a practical variance between increased use of posterior composite restorations by private dentists versus the amount used by Army dental providers. Why has the shift to composite resin experienced in the US civilian sector not been mirrored by military providers? One reason may be that military dental providers still view amalgam as the material of choice. Another reason may be lack of training of providers in posterior composite restorations, a situation which could be addressed in continuing education continuing education: see adult education. continuing education or adult education Any form of learning provided for adults. In the U.S. the University of Wisconsin was the first academic institution to offer such programs (1904). and residency training. The results of this study have managerial implications at the clinic level and policy implications at the Army level. Currently, Army practitioners make their own decisions of which material to use based on training and their judgment as to the best material for the particular patient. If composite restoration longevity were to surpass amalgams in repeated studies, the Army may want to review existing policies and initiate a continuing education program on the use of posterior resin restorations. Data and Statistical Instrument For the statistical part of the study, data were obtained from the Washington Dental Service, Seattle, WA. This dental insurance claims database contains over 1.5 million patient encounters and over 23,000 contributing dentists. Providers and patients are followed from January 1993 through December 1999. A total of 1,240 dentists in the database met researcher selected screening criteria of performing at least one-hundred posterior restorations over 7 years. The final patient sample size included 279,999 restorations, of which 194,484 were amalgams and 85,515 were composites. DEA-Solver Professional Version 2.0 (SAITECH Decision Support Systems, May 2001) was used as the statistical measuring instrument in the analysis. Data were obtained from the ACDS ACDS Association for Children with Down Syndrome ACDS Advanced Combat Direction System ACDS Active Control Data Set (IBM mainframes storage management) ACDS Alexandria Country Day School (Alexandria, VA) for the policy part of the study. Methods In order to analyze the differing effectiveness of amalgam and composite survival times, this study employs a relatively new technique, data envelopment analysis (DEA). In the DEA methodology, efficiency is defined as a Pareto-optimal allocation of resources allocation of resources Apportionment of productive assets among different uses. The issue of resource allocation arises as societies seek to balance limited resources (capital, labour, land) against the various and often unlimited wants of their members. . An allocation is Pareto-optimal or Pareto-efficient if production and distribution cannot be reorganized to increase the utility of one or more units without decreasing the utility of other units. Stated another way, efficiency is a simple ratio whose quotient quotient - The number obtained by dividing one number (the "numerator") by another (the "denominator"). If both numbers are rational then the result will also be rational. is derived as a function of outputs over inputs where E = fx (O/I). DEA has been successfully applied in numerous examples from many industries, and specifically to the study of health care organizations and professionals. (20-27) DEA introduces the concept of decision-making units (DMU (Digital MockUp) The combination of geometry data from multiple CAD systems rendered and manipulated as a sub-assembly, assembly and/or product. DMU - Data Management Unit Data Manipulation Unit Data Multiplexer Unit ), in this case the individual dentist, by considering multiple inputs and outputs while identifying the most efficient providers. A DMU is regarded as the entity responsible for converting inputs into outputs and whose performance is to be evaluated. In DEA, Inputs are defined as any factor used as a resource by the DMU for producing something of value. It may also be any environmental factor that bears a strong effect on how the resources are consumed. Outputs are the amount of goods, services, or other outcomes obtained as a result of the processing of resources or any factor that describes the qualitative nature of the resulting outcome. (26-30) The DEA program algorithm is briefly presented by the following equation (28-30): [MATHEMATICAL EXPRESSION NOT REPRODUCIBLE IN ASCII ASCII or American Standard Code for Information Interchange, a set of codes used to represent letters, numbers, a few symbols, and control characters. Originally designed for teletype operations, it has found wide application in computers. ] Where E denotes the efficiency score for each dentist in the set of o = 1 ... n dentists [y.sub.ro] is the selected output "r" produced by each dentist in the set "o" [x.sub.io] is the selected input "I" used by each dentist in the set "o" [y.sub.rj] is the selected output "r" produced by dentist "j" [x.sub.ij] is the selected input "I" used by dentist "j" In this formulation, [u.sub.r] and [v.sub.i] are the weights assigned respectively to output "r" (survival time) and input "i", both obtained from DEA. The constant is represented by [c.sub.o]. The output variable includes the survival time of the restoration, while inputs represent provider experience, amalgam, and composite materials. When the aforementioned equation is linearized for conceptual purposes, the efficiency formulation of a dentist can be expressed as: Efficiency = f [(survival time)/(amalgam + composite + provider experience)] Efficient dental providers receive an efficiency score of 1.0. Results Table 1 displays frequencies for efficient and inefficient providers. Table 2 shows that 122 providers, which constituted approximately 10% of the study population, were found to be efficient. Table 2 suggests a disparity between efficient and inefficient providers. The average material survival time for efficient dentists is 46.47 months, for inefficient dentists it is 41.79 months. Efficient dentists have an average restoration longevity of 4.7 months longer than that of the inefficient providers. An interesting finding is that the average experience for efficient dental providers is approximately 25 years, whereas inefficient providers have approximately 5 years less experience. The difference is significant ([rho] <.001, [chi square chi square (kī), n a nonparametric statistic used with discrete data in the form of frequency count (nominal data) or percentages or proportions that can be reduced to frequencies. ] = 18.98). The results suggest that efficient providers are, on average, 17% more experienced than inefficient providers. Efficient providers also performed 44% of their total replacements with composite material, while inefficient providers used composite material only 29% of the time. This suggested that in order to become efficient, inefficient providers should perform more composite restorations. Post hoc post hoc adv. & adj. In or of the form of an argument in which one event is asserted to be the cause of a later event simply by virtue of having happened earlier: analysis was performed, and iDEAs-W was used to identify theoretical possibilities for improvement of the inefficient population of dental providers. A virtual output/virtual input quotient was calculated to achieve an Iota (language, specification) Iota - A specification language. ["The Iota Programming System", R. Nakajima er al, Springer 1983]. ([iota]) value by balancing projections of inefficient provider properties along the efficiency frontier. Projections provide information on the relative changes required by each dentist that must be made in order to reach the efficiency frontier. Iota is obtained by standardizing the total weighted distance by the virtual input. Iota values are a measure of total inefficiency in terms of proportional input reduction. An Iota value less than one ([iota] < 1), indicates inefficiency. A [iota] =.5 indicates that the DMU should be able to decrease input by 50% to be efficient. The theoretical model in this case returned an [iota] = .807, suggesting that only 20% of dentists in this population are capable of achieving efficiency with 5 years additional experience without changing their amalgam based practice pattern. Discussion This study suggests that the longevity rate of a restoration is related to the experience of the provider. This is particularly important within the Army because dental health status is critical for individual and unit deployment. The results also suggest that providers who work with amalgam, regardless of severity, are less likely to be efficient than are providers who work with composite restorations. This is significant because amalgam is the compound of choice within the Army. The finding may suggest that less experienced providers may need additional continuing education focused on the placement of posterior resin restorations, since 71% did not use composite material. This is an appropriate area for further study within the Army. The research suggests a positive correlation Noun 1. positive correlation - a correlation in which large values of one variable are associated with large values of the other and small with small; the correlation coefficient is between 0 and +1 direct correlation between experience and success for procedures. The growing options for dental restoration A dental restoration or dental filling is a dental restorative material used artificially to restore the function, integrity and morphology of missing tooth structure. The structural loss typically results from caries or external trauma. within private industry will also become a growing trend for Army consumers in the years to come. From a managerial perspective, military dental clinics have not traditionally given patients options. As a result, managers in military dental clinics may encourage dental providers to practice both amalgam and composite material restorations in order to increase efficiency and quality. Military dentists who wish to improve efficiency are challenged to implement meaningful programs and services that can positively affect military readiness. This study clearly demonstrates that Army dental clinics may be missing an opportunity to improve efficiency by expanding the use of composite restorations. Additionally, it is clear that as the level of efficiency of dental providers increases, the quality and longevity of the dental restoration also increases. Improvements in the training of Army dental providers will provide better patient care and ultimately increase the life of a posterior restoration. This will result in increased military readiness. Therefore, Army dental clinic managers are encouraged to integrate the use of composite restorations and improved provider training in their strategic planning Strategic planning is an organization's process of defining its strategy, or direction, and making decisions on allocating its resources to pursue this strategy, including its capital and people. process to ensure operational efficiency and improve military readiness. Policy Implications This study suggests that provider experience and practice patterns are key indicators for the success of a posterior restoration. This finding is particularly important within the Army where recent dental graduates compose a large percentage of the general dentistry provider force. These results would suggest the Army should invest additional training funds early in a dentist's career to improve their practice efficiency. Also, it may be appropriate to consider the range of clinical practice, quality of practice, and efficiency of practice. The results also support the use of retention bonuses later in a dentist's career to retain efficient providers. Military dentistry continues to seek best practices as a method to improve quality and reduce costs. If posterior composite restorations were found to last longer than amalgam, long-term cost savings could be realized by extending the replacement cycle of restorations. Future research in restoration compounds that address the replacement cycle could reduce costs and enhance the deployability of individuals in military units. Since this study shows employment of experienced providers results in 4.7 months of longevity in the restoration and improved dental fitness of the population, the findings stress the importance to the military of hiring experienced dentists. This can be achieved by selective hiring from dental schools or the use of hiring bonuses for dentists in private practice. Additionally, a retention bonus may be a sound economic investment to encourage experienced dentists to remain on active duty. The data also suggest that dental providers with a more restricted scope of practice (i.e., higher percentage of amalgams regardless of severity) are less likely to be efficient than those dental providers with a broader scope of practice (i.e., higher percentage of composite restorations). While this finding may have different implications within the Army due to unique practice settings, it does suggest that inefficient dental providers should broaden their scope of clinical practice to include both amalgam and composite restorations to become efficient. By providing additional training to dental providers, it is possible to improve the overall rate of efficiency leading to an improved state of dental readiness and lower overall costs. This study has implications within the Army because military readiness is affected by the choice of dental materials. During the recent mobilization of forces for Operation Iraqi Freedom, approximately 25% of the reserve component Soldiers had emergent dental conditions effecting their deployment. Over half of those emergent conditions were corrected with dental restorations. The prevailing thought is that posterior amalgam restorations should be utilized on this high-risk group. However, the research suggests that composite restorations can last as long or longer than amalgams when performed by an experienced provider. The results of this study suggest that dental experience is key to restoration survivability sur·viv·a·ble adj. 1. Capable of surviving: survivable organisms in a hostile environment. 2. That can be survived: a survivable, but very serious, illness. . However other factors bear mentioning. The first factor addresses patient preference and the policy implications of preference. As already mentioned, the use of composites has recently exceeded amalgam for the first time in the civilian practice setting. Clearly, patients are interested in composite restorations. Reasoning behind this trend may be explained through Rogers' diffusion of innovation theory. (31) In brief, tenets of the theory suggest that the relative advantage, compatibility, and observability of an innovation (composite resin) will positively increase its adoption by (in this context) dental patients. Many patients and some dental professionals remain concerned about the effects of mercury in amalgam, despite clinical studies dismissing the risk. Thus composite has a perceived advantage of being a safer alternative to amalgam. In addition, the aesthetics, or cosmetic value, of composites versus amalgam is immediately observable to patients and quite compatible with the current societal pressure to maximize one's appearance. In summary, the perceived advantage and concerns over one's appearance have served to create a strong public demand for the use of composite resin and have given patients a viable choice. By offering composite restorations to military beneficiaries, the Army may gain a strategic advantage in recruitment and retention leading to a significant increase in patient satisfaction. Surprisingly, only 70% of all North American North American named after North America. North American blastomycosis see North American blastomycosis. North American cattle tick see boophilusannulatus. dental schools teach their students how to repair a resin-based composite dental filling. (32) The gaining popularity of this material combined with the similar longevity identified from this study necessitates composite repair practices at all schools. From a policy perspective, the Army may want to ensure similar coverage is offered to all military beneficiaries. Summary There have been few long-term studies of the longevity rate of amalgam or composite material and none that have considered the experience of the provider in the longevity rate. (33,34) This study has important implications for the Army because it suggests that experience is a key factor in the longevity rates of composite restorations. Since experience is such a significant factor in restoration longevity rates, this study has implications for provider selection, training, retention, and specialty pay. Additionally, the study may improve the level of efficiency of practice within military dental clinics as well as improve the deployability of active duty and reserve military members. A 10% increase in efficiency would result in significant cost savings and an improved readiness posture for the military. The impact of a 10% increase in efficiency created by the 4-month increased longevity of restoration is even more important because it represents a long-term system-wide saving that is compounded as newer materials and procedures are used throughout military dental care. More importantly, the financial savings are enhanced by the improved deployability of the active duty and reserve forces. Portions of this article were included in the presentation "Performance of Dental Providers on Restorations--A DEA Evaluation" at The 16th Triennial tri·en·ni·al adj. 1. Occurring every third year. 2. Lasting three years. n. 1. A third anniversary. 2. A ceremony or celebration occurring every three years. Conference of the International Federation of Operational Research Societies, 8-12 July, 2002, hosted by the UK Operational Research Society, University of Edinburgh (body, education) University of Edinburgh - A university in the centre of Scotland's capital. The University of Edinburgh has been promoting and setting standards in education for over 400 years. , Scotland. References (1.) Dental spending shows steepest rise in 10 years. Am Dent Assoc News. January 2003:1. (2.) Downer MC, Azli NA, Bedi R, Moles DR, Setchell DJ. How long do routine dental restorations last? a systematic review. Br Dent J. 1999;187:432-439. (3.) King R. The History of Dentistry: Technique and Demand. History of Medicine, USA. 1991. (4.) Ring ME. Dentistry: An Illustrated History. New York New York, state, United States New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of , NY: Harry N. Abrams, Inc; 1992. (5.) Berthold M. Restoratives: trend data shows shift in use of materials. Am Dent Assoc News. June 2002:1-10. (6.) Delta Dental Delta Dental is the largest and oldest dental plan system in the United States. The Delta Dental Plans Association is comprised of 39 independent Delta Dental member companies operating in all 50 states, the District of Columbia and Puerto Rico. Customer Service Information. Oral Health Resources, the Difference Between Amalgams and Composites. Available at: http:// www.deltadentalmn.org/content_manager_live_files/ pdf/918FactsonFillings.pdf. December, 2002. (7.) Tobi H, Kreulen CM, Vondeling H, Van Amerongen WE. Cost-effectiveness of composite resins and amalgam in the replacement of amalgam class II restorations. Community Dent Oral Epidemiol. 1999;27:137-143. (8.) American Dental Association Survey Center. 1999 Survey of Dental Fees. Chicago, IL: American Dental Association, July 2000. (9.) Leinfelder KF. 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Clinical evaluation of composite and amalgam posterior restorations: one-year results. R J Can Dent Assoc. 1982;48:45-47. (15.) Wilson B. Dental fees: national and regional survey. Dent Manage. 1991;37:20-26. (16.) Kuthy RA. Charges for sealants and one-surface, posterior permanent restorations: three years of insurance claims data. Pediatr Dent. 1992;14:405-406. (17.) Bureau of Economic and Behavioral Research. Dental fees charged by general practitioners and selected specialists in the United States. J Am Dent Assoc. 1986;113:811-819. (18.) American Dental Association Survey Center. Survey of Dental Practice. Chicago, IL: American Dental Association, 1999. (19.) Bogacki RE, Hunt RJ, del Aguila M, Smith WR. Survival analysis of posterior restorations using an insurance claims database. Oper Dent. 2002;27:488-492. (20.) Thanassoulis E. Introduction to the Theory and Application of Data Envelopment Analysis: A Foundation Text With Integrated Software Separate software components or applications that have been combined into one package. See integrated software package. . Boston MA: Kluwer Academic Publishers; 2001. (21.) Ozcan YA, Luke RD, Haksever C. Ownership and organizational performance: a comparison of technical efficiency across hospital types. Med Care. 1992;30:781-794. (22.) Ozcan YA, Luke RD. A national study of the efficiency of hospitals in urban markets. Health Serv Res. 1993;27:719-739. (23.) Ozcan YA, Cotter JJ. An assessment of efficiency of area agencies on aging in Virginia through data envelopment analysis. Gerontologist ger·on·tol·o·gy n. The scientific study of the biological, psychological, and sociological phenomena associated with old age and aging. ge·ron . 1994;34:363-370. (24.) Ozcan YA. Physician benchmarking: measuring variation in practice behavior in treatment of otitis media Otitis Media Definition Otitis media is an infection of the middle ear space, behind the eardrum (tympanic membrane). It is characterized by pain, dizziness, and partial loss of hearing. . Health Care Manage Sci. 1998;1:5-17. (25.) Ozcan YA, Wogen SE, Mau LW. Efficiency evaluation of skilled nursing facilities. J Med Syst. 1998;22:211-224. (26.) Ozgen H, Ozcan YA. A national study of efficiency for dialysis centers: an examination of market competition and facility characteristics for production of multiple dialysis outputs. Health Serv Res. 2002;31:711-736. (27.) Secretariat, Steering Committee steer·ing committee n. A committee that sets agendas and schedules of business, as for a legislative body or other assemblage. steering committee Noun for the Review of Commonwealth/State Service Provision. Data envelopment analysis: a technique for measuring the efficiency of government service delivery. Case study 5.2.1, Oral Health: Dental Officer Productivity. 1997; AGPS AGPS Assisted Global Positioning System AGPS Advanced Government Purchasing System AGPS Advanced Geo Positioning Solutions, Inc AGPS Advanced Global Positioning System AGPS Ameron Global Product Support AGPS Attitude Global Positioning System AGPS Assisted Gps , Canberra, ACT, Australia. (28.) Sexton TR. Data envelopment analysis: critique and extensions. In: Silkman RH, ed. Measuring Efficiency: An Assessment of DEA. San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden , CA: Jossey-Bass; 1986. (29.) Farrell MJ. The measurement of productive efficiency. J Stat Social Series 1957;120:253-281. (30.) Cooper WL, Seiford M, Tone K. Data Envelopment Analysis. Boston, MA: Kluwer Academic Publishers; 1999. (31.) Rogers E. Diffusion of Innovations The study of the diffusion of innovation is the study of how, why, and at what rate new ideas and technology spread through cultures. This research topic began in the 1950s at the University of Chicago with funding from television producers who sought a way to measure the . 4th ed. New York, NY: The Free Press; 1995. (32.) Gordan VV, Mjor IA, Blum IR, Wilson N. Teaching students the repair of resin-based composite restorations: a survey of North American dental schools. J Am Dent Assoc. 2003;134:317-323. (33.) Osborne JW, Norman RD, Gale EN. A 14-year clinical assessment of 12 amalgam alloys. Quintessence quin·tes·sence n. 1. The pure, highly concentrated essence of a thing. 2. The purest or most typical instance: the quintessence of evil. 3. Int. 1991;22:857-864. (34.) Coppola MN, Ozcan YA, Bogacki R. Evaluation of performance of dental providers on posterior restorations using amalgam or composite material: does experience matter? a data envelopment analysis (DEA) approach. J Med Syst. 2003;27:447-458. LTC LTC abbr. lieutenant colonel Coppola is an Assistant Professor in the US Army-Baylor University Graduate Program in Health Care Administration, US Army Medical Department Center & School, Fort Sam Houston Fort Sam Houston, U.S. army base, 3,300 acres (1,335 hectares), S Tex., in San Antonio; headquarters of the Fifth Army. San Antonio, long a military center, donated land in 1870 for the site of a permanent military post that was constructed from 1876 to 1890 and , TX. Dr. Harrison is Assistant Professor of Health Administration at the University of North Florida The University of North Florida (UNF) is a public university in Jacksonville, Florida. It currently has an enrollment of more than 16,000 students and employs over 500 full-time faculty. The current president is former Jacksonville mayor John Delaney. , Jacksonville, FL. LTC Chaffin is a resident in the US Army-Baylor Graduate Program in Health Care Administration, Fort Sam Houston, TX. Dr. Burke is Assistant Professor in the School of Information Studies, Florida State University Florida State University, at Tallahassee; coeducational; chartered 1851, opened 1857. Present name was adopted in 1947. Special research facilities include those in nuclear science and oceanography. , Tallahassee, FL.
Table 1. Frequencies of provider services for amalgam and composite
restorations between inefficient and efficient providers.
Inefficient Providers
Encounters Percentage
Total 216,376
Amalgam 152,693 71%
Composite 63,683 29%
Amalgam Severity 2 Surface 61,891 40.59%
Amalgam Severity 3 Surface 61,237 40.10%
Amalgam Severity 4 Surface 29,475 19.30%
Composite Severity 2 Surface 35,639 55.96%
Composite Severity 3+ Surface 28,044 44.03%
Efficient Providers
Encounters Percentage
Total 15,607
Amalgam 8,695 56%
Composite 6,912 44%
Amalgam Severity 2 Surface 3,787 43.55%
Amalgam Severity 3 Surface 3,096 35.61%
Amalgam Severity 4 Surface 1,812 20.84%
Composite Severity 2 Surface 3,814 55.18%
Composite Severity 3+ Surface 3,098 44.82%
Table 2. Comparison of age, experience, and survival times of
restorations between efficient and inefficient dentists.
Inefficient Efficient
Providers Providers
Total Number 1,118 122
* Provider years of experience 20.25 24.5
Average survival time of
restoration (months) 41.79 46.47
Mean age of dental provider 46.7 50.9
* Chi-square ([chi square]) = 18.98 [rho] < 0.0001
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