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Gualda LMG, Gonzalez-Rubio J, Najera A, Dies MA, Cremades RR, Espuña JB, Alarcón CE, Sirvent NN, Lozano MJM, Rodríguez KN. Comprehensive spatial distribution of patients with first-episode psychosis (FEP) and its relation to socio-economic factors. Soc Psychiatry Psychiatr Epidemiol 2024:10.1007/s00127-024-02675-5. [PMID: 38702572 DOI: 10.1007/s00127-024-02675-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 04/17/2024] [Indexed: 05/06/2024]
Abstract
BACKGROUND The functional-cognitive impact of first-episode psychosis (FEP) is extremely relevant and implies dysfunction from early life stages like adolescence and youth. Like other illnesses, FEP incidence is also influenced by environmental factors. It is necessary to attend to this age group with early interventions and to act on the environmental factors that the literature correlates with increased FEP incidence: socio-economic aspects, social adversity, bullying at school or cannabis use. In this context, identifying the areas of cities where FEP patients concentrate is important to perform early interventions. The spatial analysis of patient distribution in a whole city is one way to identify the most vulnerable areas and to propose psycho-social interventions for the possible prevention and/or early detection of FEP by improving urban mental health. METHODS An epidemiological study of point patterns to determine the areas of a city with a higher incidence of patients with FEP. To do so, the addresses of FEP cases were georeferenced from 1 January 2016 to 31 October 2022, and 109 FEP patients were analysed. Data from a random sample of 383 controls, comprising their addresses, age, and sex, were randomly obtained from the official city council database. By GIS, the areas with higher FEP incidence were analysed to see if they coincided with the zones where inhabitants with lower incomes lived. RESULTS The risk ratio of the FEP patients was compatible with the constant risk ratio in Albacete (p = 0.22). When performing the process separately with cases and controls only in men and women, the results were not significant for both distributions (p value: 0.12 and 0.57, respectively). Nonetheless, areas within the city had a significantly higher risk. These groups of cases coincided with those who had lower income and more inequality for women, but this pattern was not clear for men. CONCLUSIONS Classifying city areas per income can help to determine the zones at higher risk of FEP, which would allow early healthcare and preventive measures for these zones.
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Affiliation(s)
- Luz María González Gualda
- Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Jesus Gonzalez-Rubio
- Department of Medical Sciences. Faculty of Medicine of Albacete, University of Castilla-La Mancha, School of Medicine, Calle Almansa 14, 02008, Albacete, Spain.
- Centre for Biomedical Research (CRIB), University of Castilla-La Mancha, Albacete, Spain.
| | - Alberto Najera
- Department of Medical Sciences. Faculty of Medicine of Albacete, University of Castilla-La Mancha, School of Medicine, Calle Almansa 14, 02008, Albacete, Spain.
- Centre for Biomedical Research (CRIB), University of Castilla-La Mancha, Albacete, Spain.
| | - María Aliño Dies
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Rubén Roig Cremades
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Javier Bajen Espuña
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Carmen Escobar Alarcón
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Noelia Navarro Sirvent
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - María Jesús Montes Lozano
- Department of Medical Sciences. Faculty of Medicine of Albacete, University of Castilla-La Mancha, School of Medicine, Calle Almansa 14, 02008, Albacete, Spain
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
| | - Karen Nieto Rodríguez
- Department of Medical Sciences. Faculty of Medicine of Albacete, University of Castilla-La Mancha, School of Medicine, Calle Almansa 14, 02008, Albacete, Spain
- Servicio de Salud Mental, Servicio de Salud de Castilla-La Mancha, Complejo Hospitalario Universitario de Albacete (CHUA), Albacete, Spain
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Paniagua-Sánchez JM, García-Cobos FJ, Rufo-Pérez M, Jiménez-Barco A. Large-area mobile measurement of outdoor exposure to radio frequencies. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 877:162852. [PMID: 36931516 DOI: 10.1016/j.scitotenv.2023.162852] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 03/09/2023] [Accepted: 03/10/2023] [Indexed: 05/06/2023]
Abstract
A rapid outdoor sampling technique was tested to measure human exposure to radio frequencies in a city of 96,000 inhabitants. The technique consisted of taking measurements with a personal exposure meter inside a moving vehicle. Tests were carried out to quantify the alteration produced by the vehicle's structure and obtain correction factors in order to minimize this alteration. Data were collected at 3065 points where signals in the FM radio and mobile phone wavebands were detected. The coefficients of exposure to sources with multiple frequencies due to thermal effects were calculated from the measured values of the electric field. Kriging was used to generate maps of these coefficients, and these maps were then merged with aerial photographs of the city to readily identify the areas with greater or lesser exposure. The results indicated that the vehicle increased the FM broadcasting radiation readings by a factor of 1.66, but attenuated those of mobile telephony by factors of 0.54-0.66. The mean electric field levels detected throughout the city were 0.231, 0.057, 0.140, 0.124, and 0.110 V/m for the frequency bands FM, LTE 800 (DL), GSM + UMTS 900(DL), GSM 1800(DL), and UMTS 2100(DL), respectively. The mean coefficient of exposure to sources with multiple frequencies was 2.05 × 10-4, and the maximum was 9.81 × 10-3. It can be concluded from the study that it is possible to assess radio frequency exposure using this method, and that the technique is scalable to different sized cities. It also allows measurement at different times so as to analyse the temporal variation of radio frequency levels.
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Affiliation(s)
- Jesús M Paniagua-Sánchez
- Department Applied Physics, Polytechnic School, University of Extremadura, Avda. de la Universidad s/n, 10003 Cáceres, Spain.
| | - Francisco J García-Cobos
- Polytechnic School, University of Extremadura, Avda. de la Universidad s/n, 10003 Cáceres, Spain
| | - Montaña Rufo-Pérez
- Department Applied Physics, Polytechnic School, University of Extremadura, Avda. de la Universidad s/n, 10003 Cáceres, Spain
| | - Antonio Jiménez-Barco
- Department Applied Physics, Polytechnic School, University of Extremadura, Avda. de la Universidad s/n, 10003 Cáceres, Spain
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Ramirez-Vazquez R, Escobar I, Vandenbosch GAE, Vargas F, Caceres-Monllor DA, Arribas E. Measurement studies of personal exposure to radiofrequency electromagnetic fields: A systematic review. ENVIRONMENTAL RESEARCH 2023; 218:114979. [PMID: 36460078 DOI: 10.1016/j.envres.2022.114979] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 06/17/2023]
Abstract
The last 25 years have seen an increase in the number of radiofrequency sources with the global adoption of smartphones as primary connectivity devices. The objective of this work was to review and evaluate the measured studies of personal exposure to Radiofrequency Electromagnetic Fields (RF-RMF) and meet the basic quality criteria eligible for inclusion in this Review, according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, following the eligibility criteria of the PECO (Population, Exposure, Comparator, and Outcome) methodology, and the instrument for critical reading Critical Appraisal Skills Programme Español (CASPe). We systematically reviewed the works published between January 1, 1998, and December 31, 2021, yielding 56 publications. Of the different types of studies in which personal exposure to RF-EMF has been measured with two measurement methodologies can be highlighted: Personal measurements with volunteers and Personal measurements with a trained researcher (touring a specific area, one or several microenvironments, an entire city, walking or in some means of transport). Personal exposimeters were used in 83% of the studies. The lowest mean was measured in Egypt with a value of 0.00100 μW/m2 (1.00 nW/m2) in 2007 and the highest mean was measured in Belgium with a value of 285000 μW/m2 (0.285 W/m2) in 2019. The results of our study confirm that RF-EMF exposure levels are well below the maximum levels established by the ICNIRP guidelines.
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Affiliation(s)
- Raquel Ramirez-Vazquez
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain
| | - Isabel Escobar
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain
| | - Guy A E Vandenbosch
- ESAT-WaveCoRE, Dep. of Electrical Engineering, Katholieke Universiteit Leuven, Kasteelpark Arenberg 10, Box 2444, 3001, Leuven, Belgium
| | | | | | - Enrique Arribas
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España S/n, University Campus, 02071, Albacete, Spain.
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Ramirez-Vazquez R, Escobar I, Martinez-Plaza A, Arribas E. Comparison of personal exposure to Radiofrequency Electromagnetic Fields from Wi-Fi in a Spanish university over three years. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 858:160008. [PMID: 36368387 DOI: 10.1016/j.scitotenv.2022.160008] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Revised: 10/28/2022] [Accepted: 11/03/2022] [Indexed: 06/16/2023]
Abstract
In this work we present the personal exposure levels to Radiofrequency Electromagnetic Fields (RF-EMF) from Wireless Fidelity (Wi-Fi) 2.4 GHz and 5.85 GHz bands in a Spanish university, specifically, at the Faculty of Computer Science Engineering at the University of Castilla-La Mancha (Albacete, Spain). We present results from three years, 2017, 2018 and 2019 in the same study place and points; and measurements carried out in 2022 inside a classroom and inside a professor's office, with the aim to compare the measurements and verify compliance with reference levels established by the International Commission on Non-Ionizing Radiation Protection (ICNIRP). The minimum average was 0.0900 μW/m2 in the 2.4 GHz Wi-Fi, in 2019, and the maximum average was 211 μW/m2 in the 5.85 GHz Wi-Fi in 2017, around the building. Comparing the measurements carried out inside the classroom with students and without students, we identified that the maximum value was 278 μW/m2 (classroom with students, in the 5.85 GHz Wi-Fi band) and the minimum value was 37.9 μW/m2 (classroom without students, in the 5.85 GHz Wi-Fi band). Finally, comparing the results of all the measurements (average values) inside the classroom and inside a professor's office, the maximum value was 205 μW/m2 (in the 5.85 GHz Wi-Fi band) inside the classroom with students, and the minimum value was 0.217 μW/m2 inside a professor's office (in the 2.4 GHz Wi-Fi band). These values in no case exceed the limits established by the International Commission on Non-Ionizing Radiation Protection, 10 W/m2 for general public exposure.
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Affiliation(s)
- Raquel Ramirez-Vazquez
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España s/n, University campus, 02071 Albacete, Spain
| | - Isabel Escobar
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España s/n, University campus, 02071 Albacete, Spain
| | - Antonio Martinez-Plaza
- University of Castilla-La Mancha, Mathematics Department, School of Industrial Engineering, Avda. de España s/n, University campus, 02071 Albacete, Spain
| | - Enrique Arribas
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Avda. de España s/n, University campus, 02071 Albacete, Spain.
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5
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García-Cobos FJ, Paniagua-Sánchez JM, Gordillo-Guerrero A, Marabel-Calderón C, Rufo-Pérez M, Jiménez-Barco A. Personal exposimeter coupled to a drone as a system for measuring environmental electromagnetic fields. ENVIRONMENTAL RESEARCH 2023; 216:114483. [PMID: 36209790 DOI: 10.1016/j.envres.2022.114483] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 09/15/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
Personal exposimeters are currently used in studies assessing human exposure to electromagnetic fields. These devices are usually carried by an individual, but vehicles such as bicycle or car are also used. The aim of the present study was to propose a personal exposimeter attached to a drone to perform environmental radio-frequency measurements. Trials were carried out to determine whether: (i) the wireless communication between the remote controller and the drone affects the downlink mobile telephony bands by a cross-talk effect, and (ii) the structure of the drone alters the measurements of the exposimeter compared to when the meter is on a tripod. To apply this system to a real scenario, a 3D representation of the electric field in a building was obtained, and the attenuation due to the building of radiation from outside was estimated. Measurements of the electromagnetic field with this system will make it possible to monitor without risk the emissions of antennas in their close vicinity, and to validate propagation models experimentally.
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Affiliation(s)
- Francisco J García-Cobos
- School of Technology, University of Extremadura, Avda. de la Universidad s/n, 10003, Cáceres, Spain
| | - Jesús M Paniagua-Sánchez
- Department of Applied Physics, School of Technology, University of Extremadura, Avda. de la Universidad s/n, 10003, Caceres, Spain.
| | - Antonio Gordillo-Guerrero
- Department of Electrical Engineering, Electronics and Automatics, School of Technology, University of Extremadura, Avda. de la Universidad s/n, 10003, Caceres, Spain
| | | | - Montaña Rufo-Pérez
- Department of Applied Physics, School of Technology, University of Extremadura, Avda. de la Universidad s/n, 10003, Caceres, Spain
| | - Antonio Jiménez-Barco
- Department of Applied Physics, School of Technology, University of Extremadura, Avda. de la Universidad s/n, 10003, Caceres, Spain
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6
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Ramirez-Vazquez R, Escobar I, Vargas F, Arribas E. Comment on: What is the radiation before 5G? A correlation study between measurements in situ and in real time and epidemiological indicators in Vallecas, Madrid, by I. López, N. Félix, M. Rivera, A. Alonso, and C. Maestú. ENVIRONMENTAL RESEARCH 2022; 207:112138. [PMID: 34653414 DOI: 10.1016/j.envres.2021.112138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 08/01/2021] [Accepted: 09/25/2021] [Indexed: 06/13/2023]
Abstract
We have read the article recently published by Lopez et al., 2020 (Lopez et al., 2021). This study aimed to find a possible relationship, if any, between exposure to RF-EMF with some health indicators such as sleep, headache, and fatigue collected through surveys, using maximum electromagnetic radiation peak-to-peak measurements. And after a detailed analysis of the study, we want to make some comments on said publication to clarify some aspects.
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Affiliation(s)
- R Ramirez-Vazquez
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Albacete, Spain.
| | - I Escobar
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Albacete, Spain
| | - F Vargas
- Ministry of Health, Madrid, Spain
| | - E Arribas
- University of Castilla-La Mancha, Applied Physics Department, Faculty of Computer Science Engineering, Albacete, Spain
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7
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Garcia-Morata M, Gonzalez-Rubio J, Segura T, Najera A. Spatial analysis of COVID-19 hospitalised cases in an entire city: The risk of studying only lattice data. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:150521. [PMID: 34844333 PMCID: PMC8461325 DOI: 10.1016/j.scitotenv.2021.150521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/18/2021] [Accepted: 09/18/2021] [Indexed: 06/01/2023]
Abstract
We live in a global pandemic caused by the COVID-19 disease where severe social distancing measures are necessary. Some of these measures have been taken into account by the administrative boundaries within cities (neighborhoods, postal districts, etc.). However, considering only administrative boundaries in decision making can prove imprecise, and could have consequences when it comes to taking effective measures. To solve the described problems, we present an epidemiological study that proposes using spatial point patterns to delimit spatial units of analysis based on the highest local incidence of hospitalisations instead of administrative limits during the first COVID-19 wave. For this purpose, the 579 addresses of the cases hospitalised between March 3 and April 6, 2020, in Albacete (Spain), and the addresses of the random sample of 383 controls from the Inhabitants Register of the city of Albacete, were georeferenced. The risk ratio in those hospitalised for COVID-19 was compatible with the constant risk ratio in Albacete (p = 0.49), but areas with a significantly higher risk were found and coincided with those with greater economic inequality (Gini Index). Moreover, two districts had areas with a significantly high incidence that were masked by others with a significantly low incidence. In conclusion, taking measures conditioned exclusively by administrative limits in a pandemic can cause problems caused by managing entire districts with lax measures despite having interior areas with high significant incidences. In a pandemic context, georeferencing disease cases in real time and spatially comparing them to updated random population controls to automatically and accurately detect areas with significant incidences are suggested. This would facilitate decision making, which must be fast and accurate in these situations.
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Affiliation(s)
- Marta Garcia-Morata
- Department of Medical Sciences, Faculty of Medicine of Albacete, University of Castilla-La Mancha, Albacete, Spain.
| | - Jesus Gonzalez-Rubio
- Department of Medical Sciences, Faculty of Medicine of Albacete, University of Castilla-La Mancha, Albacete, Spain; Centro Regional de Investigaciones Biomédicas (CRIB), University of Castilla-La Mancha, Albacete, Spain.
| | - Tomas Segura
- Department of Medical Sciences, Faculty of Medicine of Albacete, University of Castilla-La Mancha, Albacete, Spain; Servicio de Neurología, Hospital General Universitario de Albacete, Albacete, Spain; Instituto de Investigación en Discapacidades Neurológicas (IDINE), University of Castilla-La Mancha, Albacete, Spain.
| | - Alberto Najera
- Department of Medical Sciences, Faculty of Medicine of Albacete, University of Castilla-La Mancha, Albacete, Spain; Centro Regional de Investigaciones Biomédicas (CRIB), University of Castilla-La Mancha, Albacete, Spain.
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Ramirez-Vazquez R, Escobar I, Arribas E. Comment on "multivariable quantitative relation between cell viability and the exposure parameters of 9.33 GHz RF-EMP irradiation". Electromagn Biol Med 2021; 41:118-119. [PMID: 34380356 DOI: 10.1080/15368378.2021.1963045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Raquel Ramirez-Vazquez
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Albacete, Spain
| | - Isabel Escobar
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Albacete, Spain
| | - Enrique Arribas
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Albacete, Spain
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Ramirez-Vazquez R, Gonzalez-Rubio J, Escobar I, Suarez Rodriguez CDP, Arribas E. Personal Exposure Assessment to Wi-Fi Radiofrequency Electromagnetic Fields in Mexican Microenvironments. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041857. [PMID: 33673014 PMCID: PMC7918906 DOI: 10.3390/ijerph18041857] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 02/05/2021] [Accepted: 02/09/2021] [Indexed: 12/23/2022]
Abstract
In recent years, personal exposure to Radiofrequency Electromagnetic Fields (RF-EMF) has substantially increased, and most studies about RF-EMF with volunteers have been developed in Europe. To the best of our knowledge, this is the first study carried out in Mexico with personal exposimeters. The main objective was to measure personal exposure to RF-EMF from Wireless Fidelity or wireless Internet connection (Wi-Fi) frequency bands in Tamazunchale, San Luis Potosi, Mexico, to compare results with maximum levels permitted by international recommendations and to find if there are differences in the microenvironments subject to measurements. The study was conducted with 63 volunteers in different microenvironments: home, workplace, outside, schools, travel, and shopping. The mean minimum values registered were 146.5 μW/m2 in travel from the Wi-Fi 2G band and 116.8 μW/m2 at home from the Wi-Fi 5G band, and the maximum values registered were 499.7 μW/m2 and 264.9 μW/m2 at the workplace for the Wi-Fi 2G band and the Wi-Fi 5G band, respectively. In addition, by time period and type of day, minimum values were registered at nighttime, these values being 129.4 μW/m2 and 93.9 μW/m2, and maximum values were registered in the daytime, these values being 303.1 μW/m2 and 168.3 μW/m2 for the Wi-Fi 2G and Wi-Fi 5G bands, respectively. In no case, values exceeded limits established by the International Commission on Non-Ionizing Radiation Protection (ICNIRP). Of the study participants (n = 63), a subgroup (n = 35) answered a survey on risk perception. According to these results, the Tamazunchale (Mexico) population is worried about this situation in comparison with several European cities; however, the risk perception changes when they are informed about the results for the study.
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Affiliation(s)
- Raquel Ramirez-Vazquez
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (I.E.); (E.A.)
- Correspondence:
| | - Jesus Gonzalez-Rubio
- Medical Science Department, School of Medicine, University of Castilla-La Mancha, C/Almansa 14, 02071 Albacete, Spain;
| | - Isabel Escobar
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (I.E.); (E.A.)
| | - Carmen del Pilar Suarez Rodriguez
- Department of Mechanical Engineering, Autonomous University of San Luis Potosi, Academic Coordination of the Huasteca South Region, Tamazunchale, San Luis Potosi 79960, Mexico;
| | - Enrique Arribas
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (I.E.); (E.A.)
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Ramirez-Vazquez R, Arabasi S, Al-Taani H, Sbeih S, Gonzalez-Rubio J, Escobar I, Arribas E. Georeferencing of Personal Exposure to Radiofrequency Electromagnetic Fields from Wi-Fi in a University Area. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E1898. [PMID: 32183369 PMCID: PMC7142519 DOI: 10.3390/ijerph17061898] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 03/07/2020] [Accepted: 03/09/2020] [Indexed: 12/13/2022]
Abstract
In the last two decades, due to the development of the information society, the massive increase in the use of information technologies, including the connection and communication of multiple electronic devices, highlighting Wi-Fi networks, as well as the emerging technological advances of 4G and 5G (new-generation mobile phones that will use 5G), have caused a significant increase in the personal exposure to Radiofrequency Electromagnetic Fields (RF-EMF), and as a consequence, increasing discussions about the possible adverse health effects. The main objective of this study was to measure the personal exposure to radiofrequency electromagnetic fields from the Wi-Fi in the university area of German Jordanian University (GJU) and prepare georeferenced maps of the registered intensity levels and to compare them with the basic international restrictions. Spot measurements were made outside the university area at German Jordanian University. Measurements were made in the whole university area and around two buildings. Two Satimo EME SPY 140 (Brest, France) personal exposimeters were used, and the measurements were performed in the morning and afternoon, and on weekends and weekdays. The total average personal exposure to RF-EMF from the Wi-Fi band registered in the three study areas and in the four days measured was 28.82 μW/m2. The average total exposure from the Wi-Fi band registered in the ten measured points of the university area of GJU was 22.97 μW/m2, the one registered in the eight measured points of building H was 34.48 μW/m2, and the one registered in the eight points of building C was 29.00 μW/m2. The maximum average values registered in the campus of GJU are below the guidelines allowed by International Commission on Non-ionizing Radiation Protection (ICNIRP). The measurement protocol used in this work has been applied in measurements already carried out in Spain and Mexico, and it is applicable in university areas of other countries.
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Affiliation(s)
- Raquel Ramirez-Vazquez
- Applied Physics Department, Faculty of Computer Science, Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (R.R.-V.); (I.E.)
| | - Sameer Arabasi
- School of Basic Sciences and Humanities, German Jordanian University, Amman Madaba Street, P.O. Box 35247, Amman 11180, Jordan; (S.A.); (H.A.-T.); (S.S.)
| | - Hussein Al-Taani
- School of Basic Sciences and Humanities, German Jordanian University, Amman Madaba Street, P.O. Box 35247, Amman 11180, Jordan; (S.A.); (H.A.-T.); (S.S.)
| | - Suhad Sbeih
- School of Basic Sciences and Humanities, German Jordanian University, Amman Madaba Street, P.O. Box 35247, Amman 11180, Jordan; (S.A.); (H.A.-T.); (S.S.)
| | - Jesus Gonzalez-Rubio
- Medical Science Department, School of Medicine, University of Castilla-La Mancha, C/ Almansa 14, 02071 Albacete, Spain;
| | - Isabel Escobar
- Applied Physics Department, Faculty of Computer Science, Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (R.R.-V.); (I.E.)
| | - Enrique Arribas
- Applied Physics Department, Faculty of Computer Science, Engineering, University of Castilla-La Mancha, Avda. de España s/n, Campus Universitario, 02071 Albacete, Spain; (R.R.-V.); (I.E.)
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Najera A, Ramirez-Vazquez R, Arribas E, Gonzalez-Rubio J. Comparison of statistic methods for censored personal exposure to RF-EMF data. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 192:77. [PMID: 31897614 DOI: 10.1007/s10661-019-8021-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 12/09/2019] [Indexed: 06/10/2023]
Abstract
Several studies have characterized personal exposure to RF-EMF, which allows possible effects on health to be studied. All equipment has a detection limit, below which we obtain nondetects or censored data. This problem is a challenge for researchers as it makes the analysis of such data complex. We suggest reconsidering the statistical protocols of the nondetects analysis by comparing four different methods. Three of them substitute censored data using different approaches: regression on order of statistics (ROS) to simulate data below the detection limit (Method 1), substituting nondetect values by the detection limit divided by 2 (Method 2), a naïve calculation (Method 3) using the detection limit as a valid measurement. The fourth method consists of considering censored data to be missing values (Method 4). This article examines how these methods affect the quantification of personal exposure. We considered data from 14 frequency bands from FM to WiMax measured in Albacete (Spain) for 76 days every 10 s by a personal exposimeter (PEM) Satimo EME Spy 140.Methods 3 and 2 gave similar mean and median values to Method 1, but both underestimated the mean values when high nondetects records occurred, which conditioned the physical description of the real situation. The mean values calculated by Method 4 differed from those obtained by Method 1 but were similar when the percentage of nondetects was below 20%.Our comparison suggests that nondetects can be neglected when the percentage of censored data is low to provide a more realistic physical situation.
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Affiliation(s)
- Alberto Najera
- Faculty of Medicine, University of Castilla-La Mancha, Albacete, Spain
| | | | - Enrique Arribas
- Department of Applied Physics, University of Castilla-La Mancha, Albacete, Spain
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Ramirez-Vazquez R, Gonzalez-Rubio J, Arribas E, Najera A. Personal RF-EMF exposure from mobile phone base stations during temporary events. ENVIRONMENTAL RESEARCH 2019; 175:266-273. [PMID: 31146098 DOI: 10.1016/j.envres.2019.05.033] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Revised: 05/16/2019] [Accepted: 05/17/2019] [Indexed: 06/09/2023]
Abstract
BACKGROUND In recent years, radiofrequency electromagnetic fields (RF-EMF) exposure has increased owing to new communication technologies. Simultaneously, increased exposure to RF-EMF has led to society's growing concern about the possible effects they may have on human health. Many studies have described personal RF-EMF exposure by using personal exposimeters to know a population's daily exposure to mobile phone base stations and to other sources whose installations tend to be permanent. Nonetheless during special events like concerts or fairs, where many people gather, permanent installations might not suffice to cover demand. So telephone companies install temporary stations for these events, and modify the exposure pattern of these areas or populations. OBJECTIVE To study if installing temporary antennae for large events, and high concentrations of mobile phones, modify the exposure pattern compared to usual situations. METHODS Personal RF-EMF exposure from mobile phones (uplink) and mobile phone base stations (downlink) installed at the 2017 Albacete Fair (Spain) was recorded. Between 7 and 17 September, more than 2,500,000 people visited this Fair. Measurements were taken by two Satimo EME SPY 140 personal exposimeters, placed one each side of a research team member's waist. These exposimeters were programmed to take measurements every 4 s at different time of day; morning, afternoon and night; and in several places, around the Fair Enclosure (zones Ejidos and Paseo) and inside the enclosure (Interior). These measurements were repeated on a weekday, at the weekend and the day after the Fair ended after temporary base stations had been removed. They were also taken for 1 h in all three zones, for each time of day; that is, 9 h were recorded for each study day. RESULTS The mean RF-EMF recorded exposure from base stations (downlink-DL) on the days the Fair opened (morning, afternoon and night) for the three studied zones was 791.8 μW/m2, while the exposure produced by mobile phones (uplink-UL) was 59.0 μW/m2. These values were 391.2 μW/m2 (DL) and 10.3 μW/m2 (UL) a few days after the event ended. In study zones Ejidos and Paseo, both outside, the highest mean exposure was recorded at the weekend as 1494.1 and 848.1 μW/m2 respectively. For the Interior zone, the mean value recorded during the Fair was 354.8 μW/m2. These values contrast with those recorded in the three zones after the event ended: 556.37 (Ejidos), 144.1 (Paseo); 473.21 μW/m2 (Interior). The fact that the mean exposure recorded at Interior was slightly higher after the Fair could be due to signal shielding by so many people. The reduction in exposure in Paseo after the Fair was outstanding, probably due to the antennae being placed on low towers. Major differences were also found in the RF-EMF exposure from UL. In this case, the weekend values taken during the Fair were between 28.2 μW/m2 at Interior (weekday) and 98.1 μW/m2 at Ejidos (weekend), which dropped to 5.5 at Paseo after the Fair, to 11.7 μW/m2 at Interior and to 13.6 μW/m2 at Ejidos. CONCLUSIONS Installing mobile phone base stations, and a dense public using mobile phones, imply a significant increase in personal RF-EMF exposure compared to that recorded during normal periods in the same area. However, the recorded measurements were below legally established limits.
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Affiliation(s)
| | - Jesus Gonzalez-Rubio
- Medical Sciences, University: University of Castilla-La Mancha, Albacete, Spain.
| | - Enrique Arribas
- Applied Physics, University of Castilla-La Mancha, Albacete Spain.
| | - Alberto Najera
- Medical Sciences, University of Castilla-La Mancha, Albacete, Spain.
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Iyare RN, Volskiy V, Vandenbosch GAE. Study of the electromagnetic exposure from mobile phones in a city like environment: The case study of Leuven, Belgium. ENVIRONMENTAL RESEARCH 2019; 175:402-413. [PMID: 31154230 DOI: 10.1016/j.envres.2019.05.029] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Revised: 05/15/2019] [Accepted: 05/17/2019] [Indexed: 06/09/2023]
Abstract
A measuring campaign for the assessment of electromagnetic exposure levels from mobile phones in the city center of Leuven, Belgium, has been carried out. The main objective of the assessment is to study the dependency of the exposure of the user by his own mobile phone in terms of location in the city (very close to base stations and at randomly selected locations). The measurements were performed in both public and private areas in 60 outdoor and 60 indoor locations in Leuven. The campaign was focused on GSM 900 mobile communications. The results show that the exposure is considerably higher for indoor environments compared to outdoor environments, and at the randomly chosen locations compared to locations very close to base stations. However, the most important observation is that the average outdoor exposure in Leuven of the user of a mobile phone is about 8 times higher than the average outdoor exposure by base stations. Indoors, this factor rises to about 30.
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Affiliation(s)
- Rachel Nkem Iyare
- ESAT-TELEMIC, Telecommunications and Microwaves, Electrical Engineering (ESAT), Katholieke Universiteit (KU) Leuven, Kasteelpark Arenberg 10, box 2444, 3001, Heverlee, Belgium.
| | - Vladimir Volskiy
- ESAT-TELEMIC, Telecommunications and Microwaves, Electrical Engineering (ESAT), Katholieke Universiteit (KU) Leuven, Kasteelpark Arenberg 10, box 2444, 3001, Heverlee, Belgium
| | - Guy A E Vandenbosch
- ESAT-TELEMIC, Telecommunications and Microwaves, Electrical Engineering (ESAT), Katholieke Universiteit (KU) Leuven, Kasteelpark Arenberg 10, box 2444, 3001, Heverlee, Belgium
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Comment on "The Use of Pulsed Electromagnetic Fields to Promote Bone Responses to Biomaterials In Vitro and In Vivo". Int J Biomater 2019; 2019:2593205. [PMID: 31354827 PMCID: PMC6633868 DOI: 10.1155/2019/2593205] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2019] [Accepted: 05/08/2019] [Indexed: 02/08/2023] Open
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Ramirez-Vazquez R, Gonzalez-Rubio J, Arribas E, Najera A. Characterisation of personal exposure to environmental radiofrequency electromagnetic fields in Albacete (Spain) and assessment of risk perception. ENVIRONMENTAL RESEARCH 2019; 172:109-116. [PMID: 30782530 DOI: 10.1016/j.envres.2019.02.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 01/18/2019] [Accepted: 02/11/2019] [Indexed: 05/16/2023]
Abstract
In the last decades, exposure to radiofrequency electromagnetic fields (RF-EMF) has substantially increased as new wireless technologies have been introduced. Society has become more concerned about the possible effects of RF-EMF on human health in parallel to the increase in their exposure. The appearance of personal exposimeters opens up wide-ranging research possibilities. Despite studies having characterised personal exposure to RF-EMF, part of the population is still worried, to the extent that psychogenic diseases ("nocebo" effect) appear, and patients suffer. It could be interesting to share personal exposure results with the population to better understand and promote public health. The main objective was to characterise personal exposure to environmental RF-EMF in Albacete (166,000 inhabitants, SE Spain), and assess the effect of sharing the results of the study on participants' risk perception. Measurements were taken by a personal Satimo EME SPY 140 exposimeter, which was programmed every 10 s for 24 h. To measure personal exposure to RF-EMF, we worked with 75 volunteers. Their personal exposure, 14 microenvironments in the city, e.g., home, outdoors, work, etc., and possible time differences were analysed. After participating in the study, 35 participants completed a questionnaire about their RF-EMF risk perception, which was also answered by a control sample to compare the results (N = 36). The total average exposure of 14 bands was 37.7 μW/m2, and individual ranges fell between 0.2 μW/m2, recorded in TV4&5, and a maximum of 264.7 μW/m2 in DECT. For Friday, we recorded a mean of 53.9 μW/m2 as opposed to 23.4 μW/m2 obtained on Saturday. The recorded night-time value was 27.5 μW/m2 versus 43.8 μW/m2 recorded in the daytime. The mean personal exposure value also showed differences between weekdays and weekend days, with 39.7 μW/m2 and 26.9 μW/m2, respectively. The main source that contributed to the mean total personal exposure was enhanced cordless telecommunications (DECT) with 50.2%, followed by mobile phones with 18.4% and mobile stations with 11.0% (GSM, DCS and UMTS), while WiFi signals gave 12.5%. In the analysed microenvironments, the mean exposure of homes and workplaces was 34.3 μW/m2 and 55.2 μW/m2, respectively. Outdoors, the mean value was 34.2 μW/m2 and the main sources were DECT, WiFi and mobile phone stations, depending on the place. The risk perception analysis found that 54% of the participants perceived that RF-EMF were less dangerous than before participating in the study, while 43% reported no change in their perceptions. Only 9% of the volunteers who received information about their measurements after the study assessed the possible RF-EMF risk with a value over or equal to 4 (on a scale from 1 to 5) versus 39% of the non-participant controls. We conclude that personal exposure to RF-EMF fell well below the limits recommended by ICNIRP and showed wide temporal and spatial variability. The main exposure sources were DECT, followed by mobile phones and WiFi. Sharing exposure results with participants lowered their risk perception.
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Affiliation(s)
| | | | - Enrique Arribas
- Applied Physics, University of Castilla-La Mancha, Albacete, Spain.
| | - Alberto Najera
- Medical Sciences, University of Castilla-La Mancha, Albacete, Spain.
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Arribas E, Ramirez-Vazquez R, Escobar I. Comment on "Wi-Fi is an important threat to human health". ENVIRONMENTAL RESEARCH 2018; 167:639. [PMID: 30173116 DOI: 10.1016/j.envres.2018.08.029] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 08/23/2018] [Indexed: 06/08/2023]
Affiliation(s)
- Enrique Arribas
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda de España s/n, Campus Universitario, 02071 Albacete, Spain.
| | - Raquel Ramirez-Vazquez
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda de España s/n, Campus Universitario, 02071 Albacete, Spain
| | - Isabel Escobar
- Applied Physics Department, Faculty of Computer Science Engineering, University of Castilla-La Mancha, Avda de España s/n, Campus Universitario, 02071 Albacete, Spain
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Wang X, Qi H, Zhang J, Pei J, Sun L, Chen S. Multivariable quantitative relation between cell viability and the exposure parameters of 9.33 GHz RF-EMP irradiation. Electromagn Biol Med 2018; 37:146-154. [PMID: 29902088 DOI: 10.1080/15368378.2018.1482221] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Qualitative analysis of the influence of a certain exposure parameter is commonly performed in bioelectromagnetic studies. However, since the exposure condition requires the control of multiple parameters, the diverse results caused by different combinations of these parameters requires further quantitative study of the multivariable (exposure parameters)-bioeffect relation to identify the rule describing bioelectromagnetic effects. The present work investigated the relation between cell viability and the three main exposure parameters (electric intensity (Es), pulse duration (τ) and pulse number (N)) of 9.33 GHz radiofrequency electromagnetic field (RF-EMP). Experiments showed that the inhibitory rate of cell viability (ρ) had a proportional relationship with Es and exponential relationship with N; the equation [Formula: see text] is proposed to quantitatively describe the relation between the cell viability and these three exposure parameters. This equation can be used to predict the significance of a 9.33 GHz RF-EMP-induced bioeffect under the conditions Es <106 kV/m, N < 100, and 300 < τ < 750 ns, under which nonthermal bioeffects dominate for 9.33GHz RF-EMP exposure.
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Affiliation(s)
- Xianghui Wang
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
| | - Hongxin Qi
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
| | - Jie Zhang
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
| | - Jian Pei
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
| | - Lifang Sun
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
| | - Shude Chen
- a Biophysics Lab, School of Physics and Material Science , East China Normal University , Shanghai , P R China
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Gonzalez-Rubio J, Arribas E, Ramirez-Vazquez R, Najera A. Response to the comments on "Radiofrequency electromagnetic fields and some cancers of unknown etiology: An ecological study" by J. Gonzalez-Rubio, E. Arribas, R. Ramirez-Vazquez and A. Najera. Science of the Total Environment 599-600 (2017) 834-843. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 612:368-369. [PMID: 28858746 DOI: 10.1016/j.scitotenv.2017.08.152] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2017] [Revised: 08/11/2017] [Accepted: 08/15/2017] [Indexed: 06/07/2023]
Affiliation(s)
| | - Enrique Arribas
- Applied Physics, University of Castilla-La Mancha, Albacete, Spain.
| | | | - Alberto Najera
- Medical Sciences, University of Castilla-La Mancha, Albacete, Spain.
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Mortazavi SAR, Mortazavi G, Mortazavi SMJ. Comments on "Radiofrequency electromagnetic fields and some cancers of unknown etiology: An ecological study". THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 609:1. [PMID: 28732291 DOI: 10.1016/j.scitotenv.2017.07.131] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 07/14/2017] [Indexed: 06/07/2023]
Abstract
This correspondence refers to the Science of the Total Environment article by Gonzalez-Rubio et al. entitled "Radiofrequency electromagnetic fields and some cancers of unknown etiology: An ecological study". Authors of this paper have presented the findings of their preliminary epidemiological study which combined epidemiology, statistics and geographical information systems (GIS). Gonzalez-Rubio et al. have analyzed the possible link between exposure to Radiofrequency Electromagnetic Fields (RF-EMF) in the city of Albacete, Spain and the incidence of cancers such as lymphomas, and brain tumors. The shortcomings of this study are discussed.
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Affiliation(s)
- S A R Mortazavi
- School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Ghazal Mortazavi
- Ionizing and Non-ionizing Radiation Protection Research Center (INIRPRC), Shiraz University of Medical Sciences, Shiraz, Iran
| | - S M J Mortazavi
- Ionizing and Non-ionizing Radiation Protection Research Center (INIRPRC), Shiraz University of Medical Sciences, Shiraz, Iran; Diagnostic Imaging Center, Fox Chase Cancer Center, Philadelphia, PA 19111, USA.
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