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Evaluation of turkish pharmaceutical track and trace system (ITS): perspective of community pharmacists

Abstract

Turkish Pharmaceutical Track & Trace System (ITS) is implemented as a system in which drug movements are tracked in order to ensure drug safety. The system is integrated among drug stores, pharmacies and reimbursement institutions. As the pharmacies are the primary users, their evaluations regarding the system are considered important. In this study, it was aimed to evaluate the pharmacies’- a shareholder of ITS in Turkey- satisfaction level for ITS and problems and suggestions encountered in the system. The most expressed contribution of ITS to the pharmacists’ work was the ease of medicine tracking and control with 27.1%. The average satisfaction level of pharmacists about ITS was found to be 2.9±1.2. In the research, the most expressed of the regarding the areas of ITS that need to be developed is ‘work without interruption’ with 37.1%. ITS application has provided advantages for pharmacies in many aspects that facilitate operations. However, continuous development of technology, increasing information resources and diversity, changing expectations, and utilization levels of the users require the constant improvement of the performance of the system.

Keywords:
Pharmacy; Health information technology; Track and trace system; Turkey

INTRODUCTION

Information and communication technologies are defined as a collection of technologies that enable data to be collected, stored, processed, transmitted between users and accessed when requested (Işık, Akbolat, 2010Işık O, Akbolat M. Bilgi teknolojileri ve hastane bilgi sistemleri kullanımı: Sağlık çalışanları üzerine bir araştırma. Bilgi Dünyası. 2010;11(2):365-389.). As in many sectors, the need for systems based on information and communication technologies is increasing in the health sector. The use of these technology-based systems is becoming widespread in the pharmaceutical industry as well as in the health promotion, the patient diagnosis and treatment procedures, monitoring and evaluation.

The pharmaceutical industry is considered as a sensitive field as it causes economic losses and medicines that directly affect human health. For this reason, the industry has experienced significant changes in recent years in line with the regulations made by the governments for counterfeit or expired medicines (Moniveena, Pramod Kumar, Venkatesh, 2019Moniveena MG, Pramod Kumar TM, Venkatesh MP. Reverse logistic management in pharmaceutical industry -a supply chain analysis. J. Global Trends Pharm Sci. 2019;10(3):6577-6582.). Medicine tracking and tracing systems have started to be developed by many countries, especially in order to prevent adverse conditions caused by drugs. From these systems, systems with the prevalence of use by different countries are being developed against drug counterfeiting, especially systems that provide instant and past tracking of the drug (Moniveena, Pramod Kumar, 2017Moniveena MG, Pramod Kumar TM. An Overview of track & trace regulations in pharma industry and its impact on the reverse logistics of medicines-status in regulated countries and India. Int J Pharm Sci Rev Res. 2017;47(2):85-91.).

While tracking is the ability to determine the current status of a product at any time, the term traceability is often defined as the ability to determine the origin and various stages of the production and distribution processes of consumer goods. Tracing is based on traceability data (previous locations, processing, and maintenance and usage history) that make up the history of a product (Kelepouris et al., 2006Kelepouris T, Theodorou L, Duncan M, Thorne A, Harrison M. Track and trace requirements scoping. Aerospace-ID Technologies White Paper Series. 2006). Track-and-trace systems, on the other hand, are the systems that provide the opportunity to see the position of a product at any time in the distribution system and the traceability of the past road map. Track- and-trace systems are methods that provide assurance against adverse situations such as counterfeiting, misleading, low standardization, mislabeling and expiration date in drug supply (Traynor, 2011Traynor K. FDA seeks advice on track-and-trace systems. Am J Health-System Pharm. 2011;68(7):552-554. doi:10.2146/ news110020
https://doi.org/10.2146/ news110020...
).These systems provide advantages in detecting adverse conditions that may occur in the form of a reduction in medication errors, automatic pharmacy billing, effective inventory control, ease of product withdrawal, theft and misleading in pharmaceutical processes (Moniveena, Pramod Kumar, 2017Moniveena MG, Pramod Kumar TM. An Overview of track & trace regulations in pharma industry and its impact on the reverse logistics of medicines-status in regulated countries and India. Int J Pharm Sci Rev Res. 2017;47(2):85-91.).

In Turkey, Turkish Pharmaceutical Track & Trace System (ITS), the main objective of which is patient safety, was started to be used in January 2010. ITS is a system that includes computers, databases, computer software used to operate this database, and communication infrastructures with the aim of keeping track of drugs that have been traceable with QR codes starting from production or import with notifications from every point they pass. The system ensures the supply of original and safe drugs by preventing drug counterfeiting and drug trafficking attempts threatening human health. ITS also controls the sale of a drug only once, with sales approvals received from reimbursement companies, in line with the notification received from the manufacturer or importer, pharmaceutical warehouse and pharmacies (Turkish Medicines and Medical Devices Institution, 2019Turkish Medicines and Medical Devices Institution. Turkish Pharm Track Trace System. 2019 [cited August 2019]. Available from: Available from: https://www.its.gov.tr .
https://www.its.gov.tr...
).With the system, it is possible to determine the position of drugs in the procurement and distribution stages. The system can track every movement in the supply chain, starting with the production and import of medicines with electronic product code technology. The inlet and outlet of the drug are reported and it is maintained in a real-time database by recording the last seen state, time and location using the QR codes that is available on each drug box (Turkish Medicines and Medical Devices Institution, 2019Turkish Medicines and Medical Devices Institution. Turkish Pharm Track Trace System. 2019 [cited August 2019]. Available from: Available from: https://www.its.gov.tr .
https://www.its.gov.tr...
). Integration of ITS among the pharmaceutical manufacturers, pharmaceutical warehouses, hospitals, pharmacies and the reimbursement companies has been made. ITS functions in line with the statements of these shareholders. ITS is being tried out successfully in Turkey, and it leads other countries in this regard (Altunkan et al., 2012Altunkan SM, Yasemin A, Aykaç İT, Akpınar E. Turkish pharmaceuticals track & trace system, 7th International Symposium on Health Informatics and Bioinformatics. 2012 Nevsehir-Turkey. 24-30. doi: 10.1109/HIBIT.2012.6209037.
https://doi.org/10.1109/HIBIT.2012.62090...
). In this study, ITS satisfaction levels, problems encountered in the system and suggestions of the pharmacies, which are a shareholder in Turkey, are evaluated.

MATERIAL AND METHODS

Data collection tool

Survey method was used in the research. The questionnaire form was prepared by the researchers as a result of the literature review. The form is composed of questions related to the level of satisfaction as well as socio-demographic questions and evaluation of the ITS application. The questions were asked in two ways, open and closed-ended. The questionnaire was sent to pharmacists via face-to-face interview, and e-mail and answers were received. Instead of pharmacists who refused to participate in the study, although they were included in the sample, the pharmacists who were determined as substitutes were interviewed.

Population and sample

The research was conducted with pharmacists operating in Turkey. 26.115 pharmacies in 81 provinces of Turkey constitute the population of the study. In determining the research samples, 81 provinces based stratified sampling method and systematic random sampling method were used, and the number of samples was determined as 378.

Data analysis

In the research, content analysis was made to the data obtained from open-ended questions, the answers were evaluated one by one, and the common opinions were gathered and classified. SPSS software was used to analyze the data obtained from closed- ended questions. Statistical significance of the data was evaluated with the T-test and p <0.05 was accepted as statistical significance.

RESULTS

378 pharmacists working in different provinces of Turkey have participated in the research. 46.3% (175) of the pharmacists participating in the study are men, and 53.7% (203) are women. The average age of the participating pharmacists is 38.4 ± 9.3. It was found that the pharmacists participating in the study run a pharmacy for an average of 13.5 ± 9.1 years. The average number of daily prescriptions of pharmacists were found to be 57.5 ± 36.1, and the maximum number of daily prescriptions were stated to be 200 (Table I).

TABLE I
Main characteristic features of participating pharmacists

The average level of satisfaction of pharmacists from ITS was found to be 2.9 ± 1.2 on the scale of 5 = very satisfied and 1 = not satisfied (Table I). In the research, a significant difference was found between the ITS satisfaction levels of those who stated that they had problems in ITS and expressed the aspects of ITS that needed improvement and those who did not experience any problems (p <0.05) (Table II).In addition, a significant difference was found between those who stated that ITS had a positive contribution to their work and operations and those who did not (p <0.05) (Table II).

TABLE II
Evaluation of pharmacists’ satisfaction levels from ITS according to their problems in ITS

In the research, it was determined that the participating pharmacists actively used the medicine tracking system. The pharmacists were asked if ITS provided convenience in their work and 48.6% (184) of the participating pharmacists stated that ITS contributed positively to their work. The most expressed contribution of ITS’s contribution to pharmacists’ work was the ease of medicine tracking and control with 27.1%. This contribution of ITS was specified by 53 pharmacists and constituted 27.6% of all contribution statements. In the second place, the most mentioned contribution was the expression of preventing counterfeiting with 16.7% (Table III).

TABLE III
Positive contributions of ITS to the pharmacists’ work and operations

Another finding obtained in the research was about the areas of ITS that need to be improved. In the research, 37.1% (73) of the pharmacists’ expressions regarding the areas of ITS that need to be developed constituted ensuring proper working of ITS without interruption. The statements about the ITS infrastructure needs to be improved, the pharmacist’s ability to see the stock and vendor stock status of the drug and that ITS should not be used as a sanction tool for pharmacists were expressed at the rate of 9.1% (18) (Table IV).

TABLE IV
Recommendations for the development and operation of ITS

DISCUSSION

Health information technologies cover a wide variety of technologies for the management and transmission of health information for consumers, providers, payers, insurers and all other healthcare-related groups (Blumenthal, Glaser, 2007Blumenthal D, Glaser JP. Information technology comes to medicine. N Engl J Med. 2007;356(24):2527-2534.). In the health services organization, patient-centered information systems function as essential and work integrated with other health information systems (Yusof et al., 2008Yusof MM, Papazafeiropoulou A, Paul RJ, Stergioulas LK. Investigating evaluation frameworks for health information systems. Int J Med Inf. 2008;77(6):377-385.).

ITS is used for ensuring the tracking of medication and patient safety in Turkey. Pharmacies, which we can qualify as the most important shareholder of ITS, actively use the system intensively. In evaluating information systems, three-way evaluation can be made as technological, human and organization (Yusof et al., 2008Yusof MM, Papazafeiropoulou A, Paul RJ, Stergioulas LK. Investigating evaluation frameworks for health information systems. Int J Med Inf. 2008;77(6):377-385.). In this study, a human-oriented assessment was made, and it was aimed to determine the facilities, development suggestions and satisfaction levels of pharmacists during the use of ITS.

In healthcare systems, pharmacies play a vital shareholder role both in direct communication with the patients and are an active element in the system with their financial dimension. In this framework, information systems are being developed that facilitate business processes in order to make pharmacies more efficient. ITS was established for improving business processes of pharmacies as well as ensuring the tracking of medicines and patient safety in Turkey; the pharmacies constituted the main component of the system. For this reason, the evaluations made by the pharmacies regarding the operability of the system should be considered as the evaluations that should be given importance and taken into consideration in the development of the system.

In this framework, the satisfaction level of the participating pharmacists from ITS was questioned and it was seen that the level of satisfaction from ITS of the participating pharmacists is above the moderate level. Considering the fact that the majority of the participants stated that they had problems in ITS, the level of satisfaction was considered to be an expected level. When the difference between the status of having a problem and the satisfaction level was evaluated, it was seen that this difference was significant.

Nearly half of the pharmacists participating in the research stated that ITS provided convenience in their work and the most commonly stated of these facilities were “ensuring that drugs can be tracked and controlled”, “preventing drug counterfeiting” and “easing inventory tracking”. The importance of information technologies in pharmacy applications has been accepted and it is stated that these technologies are widely used in drug stock management. More efficient and more accurate and proper results are obtained with stock management and evaluation methods (Ak, 2011Ak A. Inventory management in pharmacy practice: a review of literature. Arch Pharm Practice. 2011;2(4):151-156.). In addition, it has been stated that information systems are considered to be important in pharmaceutical operations in many aspects, such as financial, security and pharmaceutical services in addition to stock transactions (Westerling et al., 2010aWesterling AM, Hynninen JT, Haikala VE, Airaksinen MS. Opinion comparison concerning future information technology in finnish community pharmacies. Pharm World Sci. 2010a; 32(6):787-794.).

The pharmaceutical supply chain is a complex system that begins with the processing of pharmaceutical raw materials by manufacturers and includes distribution of it from its source to drug stores, hospitals, pharmacies and other providers (Brechtelsbauer et al., 2016Brechtelsbauer ED, Pennell B, Durham M, Hertig JB, Webwr RJ. Review of the 2015 drug supply chain security act. Hosp Pharm. 2016;51(6):493-500.). The fact that the system has a complex structure requires the use of information technologies in terms of good operability. In a study, it was concluded that information technologies help pharmacists make their work easier and they focus more on pharmaceutical services. In another study, pharmacists stated that in the future, information technologies will benefit them in terms of complex logistics and pharmaceutical services (Westerling et al., 2010bWesterling AM, Haikala VE, Bell JS, Airaksinen MS. Logistics or patient care: Which features do independent Finnish pharmacy owners prioritize in a strategic plan for future information technology systems? J Am Pharm Assoc. 2010b;50(1):24-33. doi:10.1331/JAPhA.2010.08176.
https://doi.org/10.1331/JAPhA.2010.08176...
).

For pharmacists, the preparation and presentation of the medicines to the patients take the vast majority of daily working times. In the research, it was stated by the pharmacists that ITS had positive effects on efficiency such as time-saving, acceleration of the procedures, allocating more time to the patients. Similar to the findings obtained in the research, it is stated that the use of technological equipment or software saves time for pharmacists and has a positive effect on efficiency (Jeroen et al., 2019Jeroen M van de Pol, Jurjen GG, Svetlana VB, Geert WJF, Marcel LB. Pharmacy in transition: A work sampling study of community pharmacists using smartphone technology. Res Social Adm Pharmacy. 2019;15(1):70-76.). Thanks to these effects of ITS, it is thought that pharmacists can provide services such as counselling and information to their patients.

It was stated by pharmacists participating in the research that ITS is also an application that prevents the production and delivery of counterfeit drugs to patients and which had a positive effect on pharmacy. The importance of establishing secure information systems against the production and distribution of the counterfeit drugs that threaten patients’ health is also expressed in many studies (Lei et al., 2005Lei P, Claret-Tournier A, Chatwin C, Young R. A secure mobile track and trace system for anti-counterfeiting. In: 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service. 2005; IEEE 686-689.; Otoshi, Tomıta, Kaneko, 2007Otoshi K, Tomıta H, Kaneko T. RFID Solutions for the medical and pharmaceutical industries. Hitachi Review. 2007;83-87.; Westerling, Haikala, Airaksinen, 2011Westerling, AM, Haikala V, Airaksinen M. The role of information technology in the development of community pharmacy services: visions and strategic views of international experts. Res Soc Adm Pharm. 2011;7(4):430-437).In a study conducted in Turkey in 2012, it was emphasized that the aim of ITS was to “prevent corruption such as illegal reprinting of drug boxes and re-invoicing of medicines charged from reimbursement institutions” (Yorulmaz et al., 2012Yorulmaz M, Altunkan SM, Yasemin A, Keleş N. An application of pharmaceutical track & trace system in Turkey, Akademik Bilişim’12 - XIV. Akademik Bilişim Konferansı Bildirileri. 1 - 3 February 2012, Uşak University, Turkey.). In addition to providing benefits in many aspects such as inventory management, cost advantage, time-saving and medicine tracking with ITS, many obligatory procedures such as cutting, preserving, processing and sending the drug clippings to the reimbursement institution have been eliminated. This is stated in the study as a positive aspect, which is often expressed by the participating pharmacists. In modern state understanding, it is provided to give public services in a digital environment and to minimize bureaucratic procedures by using the information systems (Eren, Durna, 2005Eren V, Durna U. Kamu hizmetlerinin daha iyi görülebilmesi için alternatif bir yönetim yaklaşımı: Elektronik Devlet. İstanbul Üniversitesi Siyasal Bilgiler Fakültesi Dergisi. 2005;32:139-166.).The governments have been transforming into e-states with the intensive use of information and communication technologies (Buffat, 2015Buffat A. Street-Level Bureaucracy and E-Government, Public Management Review. 2015;17(1):149-161. doi:10.1080/14719037.2013.771699.
https://doi.org/10.1080/14719037.2013.77...
).

Human factor and user satisfaction play an essential role in the success of new technological applications. For this reason, the quality of technological applications affects users’ perception of ease of use (Chiou, Fang, 2005Chiou YW, Fang GD. A study of web portal user behaviour Web. J Chin Manage Rev. 2005;8(1):43-60.).User satisfaction can be decisive, especially in the success of new technological systems (Bulut, Yıldız, Kaya, 2019Bulut S, Yıldız A, Kaya S. Evaluation of transition to electronic prescriptions in Turkey: perspective of family physicians. Int J Health Policy Manag. 2019;8(1):40-48. doi:10.15171/ijhpm.2018.89
https://doi.org/10.15171/ijhpm.2018.89...
). Although the introduction of new technological applications potentially offers significant advantages, this may not mean that the application can be continued successfully. For this reason, in order for ITS application to be entirely successful and continuous, the evaluations of the end-user pharmacists gain importance.

In addition to stating the positive contributions of ITS, the pharmacists participating in the research also made suggestions regarding the ITS’s improvement and disruptive aspects and identified the problems they faced. The problems frequently encountered by the participating pharmacists in the use of ITS was the frequent interruption of the system and the lack of infrastructure. Littlejohns, Wyatt and Garvican (2003Littlejohns P, Wyatt JC, Garvican L. Evaluating computerised health information systems: hard lessons still to be learnt. BMJ. 2003;326(7394):860-3.) stated that among the reasons that led to the failure of health information systems, there were conditions such as the inconsistencies in the expectations of manufacturers and users of the system, insufficient attention to the complexity of the processes, and not considering the social, cultural and computer usage or education of users.

The pharmacists mentioned not only system-related problems in ITS but also stated different suggestions and aspects that should be developed, such as not using the system as a sanction for the pharmacists, integration with the other systems, and ensuring that they can see the availability of the medicine in warehouses and vendors. It is stated that health information systems should facilitate the operation of the users rather than prevent them (Kellermann, Jones, 2013Kellermann AL, Jones SS. What it will take to achieve the as-yet-unfulfilled promises of health information technology. Health Affairs. 2013;32(1):63-68. doi:10.1377/ hlthaff.2012.0693
https://doi.org/10.1377/ hlthaff.2012.06...
).

CONCLUSION

The pharmaceutical ITS application, the primary purpose of which is the patients’ safety, has provided the advantages with its many aspects that facilitate procedures for pharmacies, which are among the basic shareholders, as well as providing safe production, distribution and access of medicines to the patients. However, the continuous development of technology, increasing information resources and diversity, changing expectations and utilization levels of the users require the constant improvement of the performance of the system. This development will play a key role in achieving the desired efficiency and effectiveness with the opinions of all shareholders, especially the users of the system.

ACKNOWLEDGMENTS

The authors wish to acknowledge the contribution of the pharmacists who participated in this study.

REFERENCES

  • Ak A. Inventory management in pharmacy practice: a review of literature. Arch Pharm Practice. 2011;2(4):151-156.
  • Altunkan SM, Yasemin A, Aykaç İT, Akpınar E. Turkish pharmaceuticals track & trace system, 7th International Symposium on Health Informatics and Bioinformatics. 2012 Nevsehir-Turkey. 24-30. doi: 10.1109/HIBIT.2012.6209037.
    » https://doi.org/10.1109/HIBIT.2012.6209037
  • Blumenthal D, Glaser JP. Information technology comes to medicine. N Engl J Med. 2007;356(24):2527-2534.
  • Brechtelsbauer ED, Pennell B, Durham M, Hertig JB, Webwr RJ. Review of the 2015 drug supply chain security act. Hosp Pharm. 2016;51(6):493-500.
  • Buffat A. Street-Level Bureaucracy and E-Government, Public Management Review. 2015;17(1):149-161. doi:10.1080/14719037.2013.771699.
    » https://doi.org/10.1080/14719037.2013.771699
  • Bulut S, Yıldız A, Kaya S. Evaluation of transition to electronic prescriptions in Turkey: perspective of family physicians. Int J Health Policy Manag. 2019;8(1):40-48. doi:10.15171/ijhpm.2018.89
    » https://doi.org/10.15171/ijhpm.2018.89
  • Chiou YW, Fang GD. A study of web portal user behaviour Web. J Chin Manage Rev. 2005;8(1):43-60.
  • Eren V, Durna U. Kamu hizmetlerinin daha iyi görülebilmesi için alternatif bir yönetim yaklaşımı: Elektronik Devlet. İstanbul Üniversitesi Siyasal Bilgiler Fakültesi Dergisi. 2005;32:139-166.
  • Işık O, Akbolat M. Bilgi teknolojileri ve hastane bilgi sistemleri kullanımı: Sağlık çalışanları üzerine bir araştırma. Bilgi Dünyası. 2010;11(2):365-389.
  • Jeroen M van de Pol, Jurjen GG, Svetlana VB, Geert WJF, Marcel LB. Pharmacy in transition: A work sampling study of community pharmacists using smartphone technology. Res Social Adm Pharmacy. 2019;15(1):70-76.
  • Kelepouris T, Theodorou L, Duncan M, Thorne A, Harrison M. Track and trace requirements scoping. Aerospace-ID Technologies White Paper Series. 2006
  • Kellermann AL, Jones SS. What it will take to achieve the as-yet-unfulfilled promises of health information technology. Health Affairs. 2013;32(1):63-68. doi:10.1377/ hlthaff.2012.0693
    » https://doi.org/10.1377/ hlthaff.2012.0693
  • Lei P, Claret-Tournier A, Chatwin C, Young R. A secure mobile track and trace system for anti-counterfeiting. In: 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service. 2005; IEEE 686-689.
  • Littlejohns P, Wyatt JC, Garvican L. Evaluating computerised health information systems: hard lessons still to be learnt. BMJ. 2003;326(7394):860-3.
  • Moniveena MG, Pramod Kumar TM, Venkatesh MP. Reverse logistic management in pharmaceutical industry -a supply chain analysis. J. Global Trends Pharm Sci. 2019;10(3):6577-6582.
  • Moniveena MG, Pramod Kumar TM. An Overview of track & trace regulations in pharma industry and its impact on the reverse logistics of medicines-status in regulated countries and India. Int J Pharm Sci Rev Res. 2017;47(2):85-91.
  • Otoshi K, Tomıta H, Kaneko T. RFID Solutions for the medical and pharmaceutical industries. Hitachi Review. 2007;83-87.
  • Traynor K. FDA seeks advice on track-and-trace systems. Am J Health-System Pharm. 2011;68(7):552-554. doi:10.2146/ news110020
    » https://doi.org/10.2146/ news110020
  • Turkish Medicines and Medical Devices Institution. Turkish Pharm Track Trace System. 2019 [cited August 2019]. Available from: Available from: https://www.its.gov.tr
    » https://www.its.gov.tr
  • Westerling AM, Haikala VE, Bell JS, Airaksinen MS. Logistics or patient care: Which features do independent Finnish pharmacy owners prioritize in a strategic plan for future information technology systems? J Am Pharm Assoc. 2010b;50(1):24-33. doi:10.1331/JAPhA.2010.08176.
    » https://doi.org/10.1331/JAPhA.2010.08176
  • Westerling AM, Hynninen JT, Haikala VE, Airaksinen MS. Opinion comparison concerning future information technology in finnish community pharmacies. Pharm World Sci. 2010a; 32(6):787-794.
  • Westerling, AM, Haikala V, Airaksinen M. The role of information technology in the development of community pharmacy services: visions and strategic views of international experts. Res Soc Adm Pharm. 2011;7(4):430-437
  • Yorulmaz M, Altunkan SM, Yasemin A, Keleş N. An application of pharmaceutical track & trace system in Turkey, Akademik Bilişim’12 - XIV. Akademik Bilişim Konferansı Bildirileri. 1 - 3 February 2012, Uşak University, Turkey.
  • Yusof MM, Papazafeiropoulou A, Paul RJ, Stergioulas LK. Investigating evaluation frameworks for health information systems. Int J Med Inf. 2008;77(6):377-385.

Publication Dates

  • Publication in this collection
    25 Nov 2022
  • Date of issue
    2022

History

  • Received
    21 May 2020
  • Accepted
    16 Aug 2020
Universidade de São Paulo, Faculdade de Ciências Farmacêuticas Av. Prof. Lineu Prestes, n. 580, 05508-000 S. Paulo/SP Brasil, Tel.: (55 11) 3091-3824 - São Paulo - SP - Brazil
E-mail: bjps@usp.br