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1. Impact of methodological choices in comparative effectiveness studies: application in natalizumab versus fingolimod comparison among patients with multiple sclerosis

Author

Lefort, M., Sharmin, S., Andersen, J. B., Vukusic, S., Casey, R., Debouverie, M., Edan, G., Ciron, J., Ruet, A., De Sèze, J., Maillart, E., Zephir, H., Labauge, P., Defer, G., Lebrun-Frenay, C., Moreau, T., Berger, E., Clavelou, P., Pelletier, J., Stankoff, B., Gout, O., Thouvenot, E., Heinzlef, O., Al-Khedr, A., Bourre, B., Casez, O., Cabre, P., Montcuquet, A., Wahab, A., Camdessanché, J. P., Maurousset, A., Ben Nasr, H., Hankiewicz, K., Pottier, C., Maubeuge, N., Dimitri-Boulos, D., Nifle, C., Laplaud, D. A., Horakova, D., Havrdova, E. K., Alroughani, R., Izquierdo, G., Eichau, S., Ozakbas, S., Patti, F., Onofrj, M., Lugaresi, A., Terzi, M., Grammond, P., Grand’Maison, F., Yamout, B., Prat, A., Girard, M., Duquette, P., Boz, C., Trojano, M., McCombe, P., Slee, M., Lechner-Scott, J., Turkoglu, R., Sola, P., Ferraro, D., Granella, F., Shaygannejad, V., Prevost, J., Maimone, D., Skibina, O., Buzzard, K., Van der Walt, A., Karabudak, R., Van Wijmeersch, B., Csepany, T., Spitaleri, D., Vucic, S., Koch-Henriksen, N., Sellebjerg, F., Soerensen, P. S., Hilt Christensen, C. C., Rasmussen, P. V., Jensen, M. B., Frederiksen, J. L., Bramow, S., Mathiesen, H. K., Schreiber, K. I., Butzkueven, H., Magyari, M., Kalincik, T., and Leray, E.

Published
2022
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2. Predictors of treatment switching in the Big Multiple Sclerosis Data Network.

Author

Spelman, T, Magyari, M, Butzkueven, H, Van Der Walt, A, Vukusic, S, Trojano, M, Iaffaldano, P, Horáková, D, Drahota, J, Pellegrini, F, Hyde, R, Duquette, P, Lechner-Scott, J, Sajedi, SA, Lalive, P, Shaygannejad, V, Ozakbas, S, Eichau, S, Alroughani, R, Terzi, M, Girard, M, Kalincik, T, Grand'Maison, F, Skibina, O, Khoury, SJ, Yamout, B, Sa, MJ, Gerlach, O, Blanco, Y, Karabudak, R, Oreja-Guevara, C, Altintas, A, Hughes, S, McCombe, P, Ampapa, R, de Gans, K, McGuigan, C, Soysal, A, Prevost, J, John, N, Inshasi, J, Stawiarz, L, Manouchehrinia, A, Forsberg, L, Sellebjerg, F, Glaser, A, Pontieri, L, Joensen, H, Rasmussen, PV, Sejbaek, T, Poulsen, MB, Christensen, JR, Kant, M, Stilund, M, Mathiesen, H, Hillert, J, Big MS Data Network: a collaboration of the Czech MS Registry, the Danish MS Registry, Italian MS Registry, Swedish MS Registry, MSBase Study Group, and OFSEP, Spelman, T, Magyari, M, Butzkueven, H, Van Der Walt, A, Vukusic, S, Trojano, M, Iaffaldano, P, Horáková, D, Drahota, J, Pellegrini, F, Hyde, R, Duquette, P, Lechner-Scott, J, Sajedi, SA, Lalive, P, Shaygannejad, V, Ozakbas, S, Eichau, S, Alroughani, R, Terzi, M, Girard, M, Kalincik, T, Grand'Maison, F, Skibina, O, Khoury, SJ, Yamout, B, Sa, MJ, Gerlach, O, Blanco, Y, Karabudak, R, Oreja-Guevara, C, Altintas, A, Hughes, S, McCombe, P, Ampapa, R, de Gans, K, McGuigan, C, Soysal, A, Prevost, J, John, N, Inshasi, J, Stawiarz, L, Manouchehrinia, A, Forsberg, L, Sellebjerg, F, Glaser, A, Pontieri, L, Joensen, H, Rasmussen, PV, Sejbaek, T, Poulsen, MB, Christensen, JR, Kant, M, Stilund, M, Mathiesen, H, Hillert, J, and Big MS Data Network: a collaboration of the Czech MS Registry, the Danish MS Registry, Italian MS Registry, Swedish MS Registry, MSBase Study Group, and OFSEP

Abstract

BACKGROUND: Treatment switching is a common challenge and opportunity in real-world clinical practice. Increasing diversity in disease-modifying treatments (DMTs) has generated interest in the identification of reliable and robust predictors of treatment switching across different countries, DMTs, and time periods. OBJECTIVE: The objective of this retrospective, observational study was to identify independent predictors of treatment switching in a population of relapsing-remitting MS (RRMS) patients in the Big Multiple Sclerosis Data Network of national clinical registries, including the Italian MS registry, the OFSEP of France, the Danish MS registry, the Swedish national MS registry, and the international MSBase Registry. METHODS: In this cohort study, we merged information on 269,822 treatment episodes in 110,326 patients from 1997 to 2018 from five clinical registries. Patients were included in the final pooled analysis set if they had initiated at least one DMT during the relapsing-remitting MS (RRMS) stage. Patients not diagnosed with RRMS or RRMS patients not initiating DMT therapy during the RRMS phase were excluded from the analysis. The primary study outcome was treatment switching. A multilevel mixed-effects shared frailty time-to-event model was used to identify independent predictors of treatment switching. The contributing MS registry was included in the pooled analysis as a random effect. RESULTS: Every one-point increase in the Expanded Disability Status Scale (EDSS) score at treatment start was associated with 1.08 times the rate of subsequent switching, adjusting for age, sex, and calendar year (adjusted hazard ratio [aHR] 1.08; 95% CI 1.07-1.08). Women were associated with 1.11 times the rate of switching relative to men (95% CI 1.08-1.14), whilst older age was also associated with an increased rate of treatment switching. DMTs started between 2007 and 2012 were associated with 2.48 times the rate of switching relative to DMTs that began between 1

Published
2023

3. Impact of methodological choices in comparative effectiveness studies:application in natalizumab versus fingolimod comparison among patients with multiple sclerosis

Author

Lefort, M., Sharmin, S., Andersen, J. B., Vukusic, S., Casey, R., Debouverie, M., Edan, G., Ciron, J., Ruet, A., De Sèze, J., Maillart, E., Zephir, H., Labauge, P., Defer, G., Lebrun-Frenay, C., Moreau, T., Berger, E., Clavelou, P., Pelletier, J., Stankoff, B., Gout, O., Thouvenot, E., Heinzlef, O., Al-Khedr, A., Bourre, B., Casez, O., Cabre, P., Montcuquet, A., Wahab, A., Camdessanché, J. P., Maurousset, A., Ben Nasr, H., Hankiewicz, K., Pottier, C., Maubeuge, N., Dimitri-Boulos, D., Nifle, C., Laplaud, D. A., Horakova, D., Havrdova, E. K., Alroughani, R., Izquierdo, G., Eichau, S., Ozakbas, S., Patti, F., Onofrj, M., Lugaresi, A., Terzi, M., Grammond, P., Grand’Maison, F., Yamout, B., Prat, A., Girard, M., Duquette, P., Boz, C., Trojano, M., McCombe, P., Slee, M., Lechner-Scott, J., Turkoglu, R., Sola, P., Ferraro, D., Granella, F., Shaygannejad, V., Prevost, J., Maimone, D., Skibina, O., Buzzard, K., Van der Walt, A., Karabudak, R., Van Wijmeersch, B., Csepany, T., Spitaleri, D., Vucic, S., Koch-Henriksen, N., Sellebjerg, F., Soerensen, P. S., Hilt Christensen, C. C., Rasmussen, P. V., Jensen, M. B., Frederiksen, J. L., Bramow, S., Mathiesen, H. K., Schreiber, K. I., Butzkueven, H., Magyari, M., Kalincik, T., Leray, E., Lefort, M., Sharmin, S., Andersen, J. B., Vukusic, S., Casey, R., Debouverie, M., Edan, G., Ciron, J., Ruet, A., De Sèze, J., Maillart, E., Zephir, H., Labauge, P., Defer, G., Lebrun-Frenay, C., Moreau, T., Berger, E., Clavelou, P., Pelletier, J., Stankoff, B., Gout, O., Thouvenot, E., Heinzlef, O., Al-Khedr, A., Bourre, B., Casez, O., Cabre, P., Montcuquet, A., Wahab, A., Camdessanché, J. P., Maurousset, A., Ben Nasr, H., Hankiewicz, K., Pottier, C., Maubeuge, N., Dimitri-Boulos, D., Nifle, C., Laplaud, D. A., Horakova, D., Havrdova, E. K., Alroughani, R., Izquierdo, G., Eichau, S., Ozakbas, S., Patti, F., Onofrj, M., Lugaresi, A., Terzi, M., Grammond, P., Grand’Maison, F., Yamout, B., Prat, A., Girard, M., Duquette, P., Boz, C., Trojano, M., McCombe, P., Slee, M., Lechner-Scott, J., Turkoglu, R., Sola, P., Ferraro, D., Granella, F., Shaygannejad, V., Prevost, J., Maimone, D., Skibina, O., Buzzard, K., Van der Walt, A., Karabudak, R., Van Wijmeersch, B., Csepany, T., Spitaleri, D., Vucic, S., Koch-Henriksen, N., Sellebjerg, F., Soerensen, P. S., Hilt Christensen, C. C., Rasmussen, P. V., Jensen, M. B., Frederiksen, J. L., Bramow, S., Mathiesen, H. K., Schreiber, K. I., Butzkueven, H., Magyari, M., Kalincik, T., and Leray, E.

Abstract

Background: Natalizumab and fingolimod are used as high-efficacy treatments in relapsing–remitting multiple sclerosis. Several observational studies comparing these two drugs have shown variable results, using different methods to control treatment indication bias and manage censoring. The objective of this empirical study was to elucidate the impact of methods of causal inference on the results of comparative effectiveness studies. Methods: Data from three observational multiple sclerosis registries (MSBase, the Danish MS Registry and French OFSEP registry) were combined. Four clinical outcomes were studied. Propensity scores were used to match or weigh the compared groups, allowing for estimating average treatment effect for treated or average treatment effect for the entire population. Analyses were conducted both in intention-to-treat and per-protocol frameworks. The impact of the positivity assumption was also assessed. Results: Overall, 5,148 relapsing–remitting multiple sclerosis patients were included. In this well-powered sample, the 95% confidence intervals of the estimates overlapped widely. Propensity scores weighting and propensity scores matching procedures led to consistent results. Some differences were observed between average treatment effect for the entire population and average treatment effect for treated estimates. Intention-to-treat analyses were more conservative than per-protocol analyses. The most pronounced irregularities in outcomes and propensity scores were introduced by violation of the positivity assumption. Conclusions: This applied study elucidates the influence of methodological decisions on the results of comparative effectiveness studies of treatments for multiple sclerosis. According to our results, there are no material differences between conclusions obtained with propensity scores matching or propensity scores weighting given that a study is sufficiently powered, models are correctly specified and positivity assumption is

Published
2022

6. Abstracts

Author

Dunet, V., primary, Dabiri, A., additional, Allenbach, G., additional, Goyeneche Achigar, A., additional, Waeber, B., additional, Feihl, F., additional, Heinzer, R., additional, Prior, J. O., additional, Van Velzen, J. E., additional, Schuijf, J. D., additional, De Graaf, F. R., additional, De Graaf, M. A., additional, Schalij, M. J., additional, Kroft, L. J., additional, De Roos, A., additional, Jukema, J. W., additional, Van Der Wall, E. E., additional, Bax, J. J., additional, Lankinen, E., additional, Saraste, A., additional, Noponen, T., additional, Klen, R., additional, Teras, M., additional, Kokki, T., additional, Kajander, S., additional, Pietila, M., additional, Ukkonen, H., additional, Knuuti, J., additional, Pazhenkottil, A. P., additional, Nkoulou, R. N., additional, Ghadri, J. R., additional, Herzog, B. A., additional, Buechel, R. R., additional, Kuest, S. M., additional, Wolfrum, M., additional, Gaemperli, O., additional, Husmann, L., additional, Kaufmann, P. A., additional, Andreini, D., additional, Pontone, G., additional, Mushtaq, S., additional, Antonioli, L., additional, Bertella, E., additional, Formenti, A., additional, Cortinovis, S., additional, Ballerini, G., additional, Fiorentini, C., additional, Pepi, M., additional, Koh, A. S., additional, Flores, J. S., additional, Keng, F. Y. J., additional, Tan, R. S., additional, Chua, T. S. J., additional, Annoni, A. D., additional, Tamborini, G., additional, Fusari, M., additional, Bartorelli, A. L., additional, Ewe, S. H., additional, Ng, A. C. T., additional, Delgado, V., additional, Schuijf, J., additional, Van Der Kley, F., additional, Colli, A., additional, De Weger, A., additional, Marsan, N. A., additional, Yiu, K. H., additional, Ng, A. C., additional, Timmer, S. A. J., additional, Knaapen, P., additional, Germans, T., additional, Dijkmans, P. A., additional, Lubberink, M., additional, Ten Berg, J. M., additional, Ten Cate, F. J., additional, Russel, I. K., additional, Lammertsma, A. A., additional, Van Rossum, A. C., additional, Wong, Y. Y., additional, Ruiter, G., additional, Raijmakers, P., additional, Van Der Laarse, W. J., additional, Westerhof, N., additional, Vonk-Noordegraaf, A., additional, Youssef, G., additional, Leung, E., additional, Wisenberg, G., additional, Marriot, C., additional, Williams, K., additional, Etele, J., additional, Dekemp, R. A., additional, Dasilva, J., additional, Birnie, D., additional, Beanlands, R. S. B., additional, Thompson, R. C., additional, Allam, A. H., additional, Wann, L. S., additional, Nureldin, A. H., additional, Adelmaksoub, G., additional, Badr, I., additional, Sutherland, M. L., additional, Sutherland, J. D., additional, Miyamoto, M. I., additional, Thomas, G. S., additional, Harms, H. J., additional, De Haan, S., additional, Huisman, M. C., additional, Schuit, R. C., additional, Windhorst, A. D., additional, Allaart, C., additional, Einstein, A. J., additional, Khawaja, T., additional, Greer, C., additional, Chokshi, A., additional, Jones, M., additional, Schaefle, K., additional, Bhatia, K., additional, Shimbo, D., additional, Schulze, P. C., additional, Srivastava, A., additional, Chettiar, R., additional, Moody, J., additional, Weyman, C., additional, Natale, D., additional, Bruni, W., additional, Liu, Y., additional, Ficaro, E., additional, Sinusas, A. J., additional, Peix, A., additional, Batista, E., additional, Cabrera, L. O., additional, Padron, K., additional, Rodriguez, L., additional, Sainz, B., additional, Mendoza, V., additional, Carrillo, R., additional, Fernandez, Y., additional, Mena, E., additional, Naum, A., additional, Bach-Gansmo, T., additional, Kleven-Madsen, N., additional, Biermann, M., additional, Johnsen, B., additional, Aase Husby, J., additional, Rotevatn, S., additional, Nordrehaug, J. E., additional, Schaap, J., additional, Kauling, R. M., additional, Post, M. C., additional, Rensing, B. J. W. M., additional, Verzijlbergen, J. F., additional, Sanchez, J., additional, Giamouzis, G., additional, Tziolas, N., additional, Georgoulias, P., additional, Karayannis, G., additional, Chamaidi, A., additional, Zavos, N., additional, Koutrakis, K., additional, Sitafidis, G., additional, Skoularigis, J., additional, Triposkiadis, F., additional, Radovanovic, S., additional, Djokovic, A., additional, Simic, D. V., additional, Krotin, M., additional, Savic-Radojevic, A., additional, Pljesa-Ercegovac, M., additional, Zdravkovic, M., additional, Saponjski, J., additional, Jelic, S., additional, Simic, T., additional, Eckardt, R., additional, Kjeldsen, B. J., additional, Andersen, L. I., additional, Haghfelt, T., additional, Grupe, P., additional, Johansen, A., additional, Hesse, B., additional, Pena, H., additional, Cantinho, G., additional, Wilk, M., additional, Srour, Y., additional, Godinho, F., additional, Zafrir, N., additional, Gutstein, A., additional, Mats, I., additional, Battler, A., additional, Solodky, A., additional, Sari, E., additional, Singh, N., additional, Vara, A., additional, Peters, A. M., additional, De Belder, A., additional, Nair, S., additional, Ryan, N., additional, James, R., additional, Dizdarevic, S., additional, Depuey, G., additional, Friedman, M., additional, Wray, R., additional, Old, R., additional, Babla, H., additional, Chuanyong, B., additional, Maddahi, J., additional, Tragardh Johansson, E., additional, Sjostrand, K., additional, Edenbrandt, L., additional, Aguade-Bruix, S., additional, Cuberas-Borros, G., additional, Pizzi, M. N., additional, Sabate-Fernandez, M., additional, De Leon, G., additional, Garcia-Dorado, D., additional, Castell-Conesa, J., additional, Candell-Riera, J., additional, Casset-Senon, D., additional, Edjlali-Goujon, M., additional, Alison, D., additional, Delhommais, A., additional, Cosnay, P., additional, Low, C. S., additional, Notghi, A., additional, O'brien, J., additional, Tweddel, A. C., additional, Bingham, N., additional, O Neil, P., additional, Harbinson, M., additional, Lindner, O., additional, Burchert, W., additional, Schaefers, M., additional, Marcassa, C., additional, Campini, R., additional, Calza, P., additional, Zoccarato, O., additional, Kisko, A., additional, Kmec, J., additional, Babcak, M., additional, Vereb, M., additional, Vytykacova, M., additional, Cencarik, J., additional, Gazdic, P., additional, Stasko, J., additional, Abreu, A., additional, Pereira, E., additional, Oliveira, L., additional, Colarinha, P., additional, Veloso, V., additional, Enriksson, I., additional, Proenca, G., additional, Delgado, P., additional, Rosario, L., additional, Sequeira, J., additional, Kosa, I., additional, Vassanyi, I., additional, Egyed, C. S., additional, Kozmann, G. Y., additional, Morita, S., additional, Nanasato, M., additional, Nanbu, I., additional, Yoshida, Y., additional, Hirayama, H., additional, Allam, A., additional, Sharef, A., additional, Shawky, I., additional, Farid, M., additional, Mouden, M., additional, Ottervanger, J. P., additional, Timmer, J. R., additional, De Boer, M. J., additional, Reiffers, S., additional, Jager, P. L., additional, Knollema, S., additional, Nasr, G. M., additional, Mohy Eldin, M., additional, Ragheb, M., additional, Casans-Tormo, I., additional, Diaz-Exposito, R., additional, Hurtado-Mauricio, F. J., additional, Ruano, R., additional, Diego, M., additional, Gomez-Caminero, F., additional, Albarran, C., additional, Martin De Arriba, A., additional, Rosero, A., additional, Lopez, R., additional, Martin Luengo, C., additional, Garcia-Talavera, J. R., additional, Laitinen, I. E. K., additional, Rudelius, M., additional, Weidl, E., additional, Henriksen, G., additional, Wester, H. J., additional, Schwaiger, M., additional, Pan, X. B., additional, Schindler, T., additional, Quercioli, A., additional, Zaidi, H., additional, Ratib, O., additional, Declerck, J. M., additional, Alexanderson Rosas, E., additional, Jacome, R., additional, Jimenez-Santos, M., additional, Romero, E., additional, Pena-Cabral, M. A., additional, Meave, A., additional, Gonzalez, J., additional, Rouzet, F., additional, Bachelet, L., additional, Alsac, J. M., additional, Suzuki, M., additional, Louedec, L., additional, Petiet, A., additional, Chaubet, F., additional, Letourneur, D., additional, Michel, J. B., additional, Le Guludec, D., additional, Aktas, A., additional, Cinar, A., additional, Yaman, G., additional, Bahceci, T., additional, Kavak, K., additional, Gencoglu, A., additional, Jimenez-Heffernan, A., additional, Sanchez De Mora, E., additional, Lopez-Martin, J., additional, Lopez-Aguilar, R., additional, Ramos, C., additional, Salgado, C., additional, Ortega, A., additional, Sanchez-Gonzalez, C., additional, Roa, J., additional, Tobaruela, A., additional, Nesterov, S. V., additional, Turta, O., additional, Maki, M., additional, Han, C., additional, Daou, D., additional, Tawileh, M., additional, Chamouine, S. O., additional, Coaguila, C., additional, Mariscal-Labrador, E., additional, Kisiel-Gonzalez, N., additional, De Araujo Goncalves, P., additional, Sousa, P. J., additional, Marques, H., additional, O'neill, J., additional, Pisco, J., additional, Cale, R., additional, Brito, J., additional, Gaspar, A., additional, Machado, F. P., additional, Roquette, J., additional, Martinez, M., additional, Melendez, G., additional, Kimura, E., additional, Ochoa, J. M., additional, Alessio, A. M., additional, Patel, A., additional, Lautamaki, R., additional, Bengel, F. M., additional, Bassingthwaighte, J. B., additional, Caldwell, J. H., additional, Rahbar, K., additional, Seifarth, H., additional, Schafers, M., additional, Stegger, L., additional, Spieker, T., additional, Hoffmeier, A., additional, Maintz, D., additional, Scheld, H., additional, Schober, O., additional, Weckesser, M., additional, Aoki, H., additional, Matsunari, I., additional, Kajinami, K., additional, Martin Fernandez, M., additional, Barreiro Perez, M., additional, Fernandez Cimadevilla, O. V., additional, Leon Duran, D., additional, Velasco Alonso, E., additional, Florez Munoz, J. P., additional, Luyando, L. H., additional, Templin, C., additional, Veltman, C. E., additional, Reiber, J. H. C., additional, Venuraju, S., additional, Yerramasu, A., additional, Atwal, S., additional, Lahiri, A., additional, Kunimasa, T., additional, Shiba, M., additional, Ishii, K., additional, Aikawa, J., additional, Kroner, E. S. J., additional, Ho, K. T., additional, Yong, Q. W., additional, Chua, K. C., additional, Panknin, C., additional, Roos, C. J., additional, Van Werkhoven, J. M., additional, Witkowska-Grzeslo, A. J., additional, Boogers, M. J., additional, Anand, D. V., additional, Dey, D., additional, Berman, D., additional, Mut, F., additional, Giubbini, R., additional, Lusa, L., additional, Massardo, T., additional, Iskandrian, A., additional, Dondi, M., additional, Sato, A., additional, Kakefuda, Y., additional, Ojima, E., additional, Adachi, T., additional, Atsumi, A., additional, Ishizu, T., additional, Seo, Y., additional, Hiroe, M., additional, Aonuma, K., additional, Kruk, M., additional, Pracon, R., additional, Kepka, C., additional, Pregowski, J., additional, Kowalewska, A., additional, Pilka, M., additional, Opolski, M., additional, Michalowska, I., additional, Dzielinska, Z., additional, Demkow, M., additional, Stoll, V., additional, Sabharwal, N., additional, Chakera, A., additional, Ormerod, O., additional, Fernandes, H., additional, Bernardes, M., additional, Martins, E., additional, Oliveira, P., additional, Vieira, T., additional, Terroso, G., additional, Oliveira, A., additional, Faria, T., additional, Ventura, F., additional, Pereira, J., additional, Fukuzawa, S., additional, Inagaki, M., additional, Sugioka, J., additional, Ikeda, A., additional, Okino, S., additional, Maekawa, J., additional, Uchiyama, T., additional, Kamioka, N., additional, Ichikawa, S., additional, Afshar, M., additional, Alvi, R., additional, Aguilar, N., additional, Ippili, R., additional, Shaqra, H., additional, Bella, J., additional, Bhalodkar, N., additional, Dos Santos, A., additional, Daicz, M., additional, Cendoya, L. O., additional, Marrero, H. G., additional, Casuscelli, J., additional, Embon, M., additional, Vera Janavel, G., additional, Duronto, E., additional, Gurfinkel, E. P., additional, Cortes, C. M., additional, Takeishi, Y., additional, Nakajima, K., additional, Yamasaki, Y., additional, Nishimura, T., additional, Hayes Brown, K., additional, Collado, F., additional, Alhaji, M., additional, Green, J., additional, Alexander, S., additional, Vashistha, R., additional, Jain, S., additional, Aldaas, F., additional, Shanes, J., additional, Doukky, R., additional, Ashikaga, K., additional, Akashi, Y. J., additional, Uemarsu, M., additional, Kamijima, R., additional, Yoneyama, K., additional, Omiya, K., additional, Miyake, Y., additional, Brodov, Y., additional, Raval, U., additional, Berezin, A., additional, Seden, V., additional, Koretskaya, E., additional, Panasenko, T. A., additional, Matsuo, S., additional, Kinuya, S., additional, Chen, J., additional, Van Bommel, R. J., additional, Van Der Hiel, B., additional, Dibbets-Schneider, P., additional, Garcia, E. V., additional, Rutten-Vermeltfoort, I., additional, Gevers, M. M. J., additional, Verhoeven, B., additional, Dijk Van, A. B., additional, Raaijmakers, E., additional, Raijmakers, P. G. H. M., additional, Engvall, J. E., additional, Gjerde, M., additional, De Geer, J., additional, Olsson, E., additional, Quick, P., additional, Persson, A., additional, Mazzanti, M., additional, Marini, M., additional, Pimpini, L., additional, Perna, G. P., additional, Marciano, C., additional, Gargiulo, P., additional, Galderisi, M., additional, D'amore, C., additional, Savarese, G., additional, Casaretti, L., additional, Paolillo, S., additional, Cuocolo, A., additional, Perrone Filardi, P., additional, Al-Amoodi, M., additional, Thompson, E. C., additional, Kennedy, K., additional, Bybee, K. A., additional, Mcghie, A. I., additional, O'keefe, J. H., additional, Bateman, T. M., additional, Van Der Palen, R. L. F., additional, Mavinkurve-Groothuis, A. M., additional, Bulten, B., additional, Bellersen, L., additional, Van Laarhoven, H. W. M., additional, Kapusta, L., additional, De Geus-Oei, L. F., additional, Pollice, P. P., additional, Bonifazi, M. B., additional, Pollice, F. P., additional, Clements, I. P., additional, Hodge, D. O., additional, Scott, C. G., additional, De Ville De Goyet, M., additional, Brichard, B., additional, Pirotte, T., additional, Moniotte, S., additional, Tio, R. A., additional, Elvan, A., additional, Dierckx, R. A. I. O., additional, Slart, R. H. J. 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Published
2011
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9. Development and implementation of the Norwegian monitoring programme for agricultural landscapes.

Author

Dramstad WE, Fjellstad WJ, Strand GH, Mathiesen HF, Engan G, and Stokland JN

Subjects
Cultural Characteristics, Ecosystem, Humans, Norway, Photography, Program Development, Agriculture, Environmental Monitoring methods
Abstract

This paper describes the development and implementation of the Norwegian monitoring programme for agricultural landscapes--the '3Q programme'. The main objective of the scheme is to indicate development trends in the agricultural landscape, and their consequences for spatial structure, biodiversity, cultural heritage and accessibility. The monitoring programme aims to give policy feedback and provide data to fulfill international reporting requirements. This paper describes the background to the programme and reasons behind the choice of methods. Results are presented to show the accuracy of the methods employed and the range of indicator values recorded in the programme. Strengths and limitations of the monitoring programme are discussed, and potential future improvements and developments are outlined. Although there remains a potential for methodological improvement, we stress the importance of establishing a baseline to enable the detection of development trends in a rapidly changing environment.

Published
2002
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