Skip to main content
Log in

Practical Approaches and Socially Valid Assessment Considerations for Learners with Emergent Communication and Severe Intellectual Disability

  • ORIGINAL PAPER
  • Published:
Advances in Neurodevelopmental Disorders Aims and scope Submit manuscript

Abstract  

Objectives

Assessment strategies for communication in learners with severe ID who are at the emergent stage of language development have evolved since first applied from speech act theory over 50 years ago. These efforts have resulted in measures that have increasingly been able to document the wide range of communicative abilities of learners with severe ID to inform intervention planning. In this paper, we indicate how assessment strategies for communication in learners with severe ID who are at the emergent stage of language development have evolved.

Methods

We review literature from speech act theory over 50 years ago and consider measures that have increasingly been able to document the wide range of communicative abilities of learners with severe ID to inform intervention planning.

Results

Emergent communication has been described as serving a number of functions and may include a number of forms, such as nonintentional behaviors interpreted by others (perlocutionary communication), purposeful nonsymbolic signals (illocutionary), or representational symbol forms (locutionary). This knowledge has motivated and informed a variety of clinical practices for learners who use emergent communication and furthered developments in systematic assessment procedures to observe and document this range of communication ability. As a result, the abilities of learners with severe ID have been realized and supported through intervention planning.

Conclusions

To continue to optimize opportunities for communication development, it is proposed that comprehensive assessment practices moving forward should be grounded in an identity-focused and interprofessional framework. A number of practical strategies that target family interviews, observation and sampling across contexts, formal test administration, and new technologies for assessment could be used for learners regardless of their ability to communicate with intention. These strategies, when grounded in an identity-focused framework with the support of an interprofessional team may best ensure socially valid data is collected for intervention planning.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References  

  • AAIDD (2022). Intellectual functioning. Retrieved at https://www.aaidd.org/intellectualdisability/definition

  • American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). https://doi.org/10.1176/appi.books.9780890425596

  • American Speech-Language-Hearing Association. (2016). Scope of practice in speech language pathology. Available from www.asha.org/policy/

  • Austin, J. L. (1962). How to do things with words. University Press.

    Google Scholar 

  • Barr, H., Koppel, I., Reeves, S., Hammick, M., & Freeth, D. (2005). Effective interprofessioal education: Argument, assumption, and evidence. Blackwell Publishing.

  • Bates, E., Camaioni, L., & Volterra, V. (1975). The acquisition of performatives prior to speech. Merrill-Palmer Quarterly, 21, 205–226.

    Google Scholar 

  • Biggs, E. E., & Snodgrass, M. R. (2020). Children’s perspectives on their relationships with friends with and without complex communication needs. Research and Practice for Persons with Severe Disabilities, 45(2), 81–97. https://doi.org/10.1177/1540796919901271

    Article  Google Scholar 

  • Bloomberg, K., West, D., Johnson, H., & Iacona, T. (2009). Triple C: Checklist of communication competencies. Scope.

  • Bowen, C. (1998a). Brown’s stages of syntactic and morphological development. Retrieved from www.speech-language-therapy.com/index.php?option=com_content&view=article&id=33.

  • Bowen, C. (1998b). Typical speech and language acquisition in infants and young children. Retrieved from http://www.speech-language-therapy.com/

  • Brady, N. C., & Bashinski, S. (2008). Increasing communication in children with concurrent vision and hearing loss. Research and Practice for Persons with Severe Disabilities, 38, 1334–1348. https://doi.org/10.2511/rpsd.33.1-2.59

    Article  Google Scholar 

  • Brady, N. C., & Halle, J. (1997). Functional analysis of communicative behaviors. Focus on Autism and Other Developmental Disabilities, 12(2), 95–104. https://doi.org/10.1177/2F108835769701200205

    Article  Google Scholar 

  • Brady, N. C., & Halle, J. W. (2002). Breakdowns and repairs in conversations between beginning AAC users and their partners. In J. Reichle, D. R. Beukelman, & J. C. Light (Eds.), Exemplary practices for beginning communicators: Implications for AAC (pp. 323–351). Brookes Publishing.

    Google Scholar 

  • Brady, N. C., & McLean, L. K. (2000). Emergent symbolic relations in speakers and nonspeakers. Research in Developmental Disabilities, 21, 197–214. https://doi.org/10.1016/S0891-4222(00)00034-2

    Article  PubMed  Google Scholar 

  • Brady, N. C., McLean, J. E., McLean, L. K., & Johnston, S. S. (1996). Initiation and repair of intentional communication acts by adults with severe to profound cognitive abilities. Journal of Speech and Hearing Research, 38(6), 1334–1348. https://doi.org/10.1044/jshr.3806.1334

    Article  Google Scholar 

  • Brady, N., Warren, S. F., & Sterling, A. (2009). Interventions aimed at improving child language by improving maternal responsivity. International Review of Research in Mental Retardation, 37, 333–357. https://doi.org/10.1016/s0074-7750(09)37010-x

    Article  PubMed  PubMed Central  Google Scholar 

  • Brady, N., Fleming, K., Thiemann-Bourque, K., Olswang, L., Dowden, P., & Saunders, M. (2012). Development of the communication complexity scale. American Journal of Speech Language Pathology, 21, 16–28. https://doi.org/10.1044/1058-0360(2011/10-0099)

    Article  PubMed  Google Scholar 

  • Brady, N. C., Bruce, S., Goldman, A., Erickson, K., Mineo, B., Ogletree, B., Paul, D., Romski, M. A., Sevcik, R., Siegel, E., Schoonover, J., Snell, M., Sylvester, L., & Wilkinson, K. (2016). Communication services and supports for individuals with severe disabilities: Guidance for assessment and intervention. American Journal on Intellectual and Developmental Disabilities, 121(2), 121–138. https://doi.org/10.1352/1944-7558-121.2.121

    Article  PubMed  PubMed Central  Google Scholar 

  • Bruner, J. (1975). The ontogenesis of speech acts. Journal of Child Language, 2, 1–19. https://doi.org/10.1017/S0305000900000866

    Article  Google Scholar 

  • Chadwick, D., Buell, S., & Goldbart, J. (2019). Approaches to communication assessment with children and adults with profound intellectual and multiple disabilities. Journal of Applied Research in Intellectual Disabilities, 32(2), 1–23. https://doi.org/10.1111/jar.12530

  • Cioè-Peña, M. (2020). Raciolinguistics and the education of emergent bilinguals labeled as disabled. The Urban Review, 53(3), 443–469. https://doi.org/10.1007/s11256-020-00581-z

    Article  Google Scholar 

  • Cirrin, F. M., & Rowland, C. M. (1985). Communicative assessment of nonverbal youths with severe and profound mental retardation. Mental Retardation, 23(2), 52–62.

    PubMed  Google Scholar 

  • Coupe, J., Barton, L., Collins, L., Levy, D., & Murphy, D. (1985). The affective communication assessment. David Fulton Publishers.

  • Crais, E. R., Roy, V. P., & Free, K. (2006). Parents’ and professionals’ perceptions of the implementation of family-centered practices in child assessments. AMerican Journal of Speech- Language Pathology, 15, 365–377. https://doi.org/10.1044/1058-0360(2006/034)

    Article  PubMed  Google Scholar 

  • Crenshaw, K. (1989). Demarginalizing the intersection of race and sex: A black feminist critique of antidiscrimination doctrine, feminist theory, and antiracist politics. The University of Chicago Legal Forum, 1989(1), 139–167. Chicago, IL.

    Google Scholar 

  • Cristia, A., Lavechin, M., Scaff, C., Soderstrom, M., Rowland, C., Räsänen, O., Bunce, J., & Bergelson, E. (2021). A thorough evaluation of the language environment analysis (LENA) system. Behavior Research Methods, 53, 467–486. https://doi.org/10.3758/s13428-020-01393-5

    Article  PubMed  PubMed Central  Google Scholar 

  • Cycyk, L. M., De Anda, S., Moore, H., & Huerta, L. (2021). Cultural and linguistic adaptations of early language interventions: Recommendations for advancing research and practice. American Journal of Speech-Language Pathology, 30(3), 1224–1246. https://doi.org/10.1044/2020_AJSLP-20-00101

    Article  PubMed  PubMed Central  Google Scholar 

  • D’Amour, D., & Oandasan, I. (2005). Interprofessionality and the field of interprofessional practice and interprofessional education: An emerging concept. Journal of Interprofessional Care, 28(5), 393–399. https://doi.org/10.1080/13561820500081604

    Article  Google Scholar 

  • Erickson, K., Geist, L., & Hatch, P. (2017). AAC buy-in at home. The ASHA Leader, 22, 46–51. https://leader.pubs.asha.org/doi/full/10.1044/leader.FTR1.22022017.46.

    Article  Google Scholar 

  • Fenson, L., Marchman, V. A., Thal, D. J., Dale, P. S., Reznick, J. S., & Bates, E. (2006). MacArthur-Bates communicative development inventories, second edition (CDIs). Brookes Publishing.

  • González, N., Moll, L. C., & Amanti, C. (2005). Funds of knowledge: Theorizing practices in households, communities, and classrooms. Lawrence Erlbaum Associates.

    Google Scholar 

  • Grove, N. (2012). Story, agency, and meaning making: Narrative models and the social inclusion of people with severe and profound intellectual disabilities. Journal of Religion, Disability & Health, 16(4), 334–351. https://doi.org/10.1080/15228967.2012.731887

    Article  Google Scholar 

  • Hyter, Y. D. & Salas-Provance, M. B. (2023). Culturally responsive practices in speech, language and hearing sciences. Plural Publishing.

  • Iacono, T., Bloomberg, K., & West, D. (2005). A preliminary investigation into the internal consistency and construct validity of the Triple C: Checklist of communicative competencies. Journal of Intellectual and Developmental Disabilities, 30, 127–138.

    Article  Google Scholar 

  • Iacono, T., West, D., Bloomberg, K., & Johnson, H. (2009). Reliability and validity of the triple C: Checklist of communicative competencies for adults with severe and multiple disabilities. Journal of Intellectual Disability Research, 53(1), 44–53. https://doi.org/10.1111/j.1365-2788.2008.01121.x

    Article  PubMed  Google Scholar 

  • Jenkins, R. (2004). Social identity. Routledge.

    Book  Google Scholar 

  • Kay-Raining Bird, E., Genesee, F., & Verhoeven, L. (2016). Bilingualism in children with developmental disorders: A narrative review. Journal of Communication Disorders, 63, 1–14. https://doi.org/10.1016/j.jcomdis.2016.07.003

    Article  PubMed  Google Scholar 

  • Kent, L. R., Klien, D., Falk, A., & Guenther, H. (1972). A language acquisition program for the retarded. In J. E. McLEan, D. E. Yoder, & R. L. Schiefelbusch (Eds.), Language intervention with the retarded: Developing strategies (pp. 151–190). London Park Press.

    Google Scholar 

  • Kiernan, C., & Reid, B. (1987). Preverbal communication scale (PVCS). NFER.

  • Koenig, M. A., & Mervis, C. B. (1984). Interactive basis of severely handicapped and normal children’s acquisition of referential language. Journal of Speech and Hearing Research, 27, 534–542. https://doi.org/10.1044/jshr.2704.534

    Article  PubMed  Google Scholar 

  • Lobato, D., Barrera, R. D., & Feldman, R. S. (1981). Sensorimotor functioning and prelinguistic communication of severely and profoundly retarded individuals. American Journal of Mental Deficiency, 85(5), 489–496.

    PubMed  Google Scholar 

  • Logan, K., Iacono, T., & Trembath, D. (2016). A systematic review of research into aided AAC to increase social-communication functions in children with autism spectrum disorder. Augmentative and Alternative Communication, 33(1), 51–64. https://doi.org/10.1080/07434618.2016.1267795

    Article  PubMed  Google Scholar 

  • Mandak, K., O’Neill, T., Light, J., & Fosco, G. M. (2017). Bridging the gap from values to actions: A family systems framework for family-centered AAC services. Augmentative and Alternative Communication, 33(1), 32–41. https://doi.org/10.1080/07434618.2016.1271453

    Article  PubMed  Google Scholar 

  • Mar, H. & Sall, N.M., (1999). Dimensions of communication. Retrieved from https://documents.nationaldb.org/products/dimensions-of-communication.pdf

  • McLean, J. E., & Snyder-McLean, L. K. (1978). A transactional approach to early language training. Merrill.

  • McLean, J. E., McLean, L. K., Brady, N. C., & Etter, R. (1991). Communication profiles of two types of gesture using nonverbal persons with severe to profound mental retardation. Journal of Speech and Hearing Research, 34(2), 294–308. https://doi.org/10.1044/jshr.3402.294

    Article  PubMed  Google Scholar 

  • McLean, J.E. & Snyder-McLean, L. (1988). Application of pragmatics to severely mentally retarded children and youth. In Schiefelbusch, R., & Lloyd, L. Language perspectives: Acquisition, retardation, and intervention (2nd ed., pp. 255–290). Pro-ed.

  • Miller, J. & Paul, R (1995). Clinical Assessment of Language Comprehension. Paul H. Brookes.

  • Miller, J.F. & Yoder, D.E. (1972). A syntax teaching program. In McLean, J.E., Yoder, D.E., & Schiefelbusch, R.L. Language intervention with the retarded: Developing strategies (191–211). London Park Press.

  • Mindel, M. G., & John, J. (2022). AAC for all: Culturally and linguistically responsive practice. Plural Publishing.

  • National Center for Education Statistics. (2018). The condition of education 2018. Retrieved from https://files.eric.ed.gov/fulltext/ED583502.pdf

  • Ogletree, B. (1999). Introduction to teaming. In B. T. Ogletree, M. A. Fischer, & J. B. Schulz (Eds.), Bridging the family-professional gap: Facilitating interdisciplinary services for children with disabilities (pp. 3–11). Charles Thomas.

    Google Scholar 

  • Ogletree, B. T. (2016). Measuring communication and language skills in individuals with severe intellectual disabilities. In R. A. Sevcik & M. A. Romski (Eds.), Examining the science and practice of communication interventions for individuals with severe disabilities (pp. 281–298). Brookes.

    Google Scholar 

  • Ogletree, B. T. (2017). addressing the communication and other needs of persons with severe disabilities through engaged interprofessional teams: Introduction to the clinical forum. American Journal on Speech Language Pathology, 26, 157–161. https://doi.org/10.1044/2017_AJSLP-15-0065

    Article  Google Scholar 

  • Ogletree, B. T., Wetherby, A. M., & Westling, D. (1992). Profile of the prelinguistic intentional communicative abilities of children with profound mental retardation. American Journal on Mental Retardation, 97(2), 186–196.

    PubMed  Google Scholar 

  • Ogletree, B. T., Fischer, M., & Turowski, M. (1996). Assessment targets and protocols for nonsymbolic communicators with profound disabilities. Focus on Autism and Other Developmental Disabilities, 11(1), 53–58. https://doi.org/10.1177/108835769601100107

    Article  Google Scholar 

  • Ogletree, B. T., Bartholomew, P., Kirksey, M. L., Guenigsman, A., Hambrecht, G., Price, J., & Wofford, M. C. (2016). communication training supporting an AAC user with severe disabilities. Journal of Developmental and Physical Disabilities, 28, 135. https://doi.org/10.1007/s10882-015-9444-2

    Article  Google Scholar 

  • Ogletree, B. T., Brady, N., Bruce, S., Dean, E., Romski, M. A., Sylvester, L., & Westling, D. (2017). Mary’s case: An illustration of interprofessional collaborative practice for a child with severe disabilities. American Journal on Speech Language Pathology, 26, 217–226.

    Article  Google Scholar 

  • Orelove, F.P. & Sobsey, R. (1996). Educating children with multiple disabilities: A transdisciplinary approach. Brookes.

  • Peña, E. D. (2016). Supporting the home language of bilingual children with developmental disabilities: From knowing to doing. Journal of Communication Disorders, 63, 85–92. https://doi.org/10.1016/j.jcomdis.2016.08.001

    Article  PubMed  Google Scholar 

  • Pesco, D., MacLeod, A. A. A. N., Kay-Raining Bird, E., Cleave, P., Trudeau, N., de Valenzuela, J. S., Cain, K., Marinova-Todd, S. H., Colozzo, P., Stahl, H., Segers, E., & Verhoeven, L. (2016). A multi-site review of policies affecting opportunities for children with developmental disabilities to become bilingual. Journal of Communication Disorders, 63, 15–31. https://doi.org/10.1016/j.jcomdis.2016.05.008

    Article  PubMed  Google Scholar 

  • Pickl, G. (2011). Communication intervention in children with severe disabilities and multilingual backgrounds: Perceptions of pedagogues and parents. Augmentative and Alternative Communication, 27(4), 229–244. https://doi.org/10.3109/07434618.2011.630021

    Article  PubMed  Google Scholar 

  • Rankine, J., Li, E., Lurie, S., Rieger, H., Fourie, E., Siper, P. M., Wang, A. T., Buxbaum, J. D., & Kolevzon, A. (2017). Language environment analysis (LENA) in Phelan-McDermid syndrome: Validity and suggestions for use in minimally verbal children with autism spectrum disorder. Journal of Autism and Developmental Disorders, 47(6), 1605–1617. https://doi.org/10.1007/s10803-017-3082-8

    Article  PubMed  PubMed Central  Google Scholar 

  • Raymore, S., & McLean, J. E. (1972). A clinical program for carry-over of articulation therapy with retarded children. In J. E. McLEan, D. E. Yoder, & R. L. Schiefelbusch (Eds.), Language intervention with the retarded: Developing strategies (pp. 236–253). London Park Press.

    Google Scholar 

  • Romski, M.A., & Sevcik, R.. (1996). Breaking the speech barrier: Language development through augmented means. Brookes.

  • Rowland, C. (1990). The communication matrix. Unpublished manuscript. Oregon Health & Science University.

  • Rowland, C. (1996). Communication matrix. Unpublished manuscript. Oregon Health & Science University.

  • Rowland, C. (2004). Communication Matrix (Rev). Oregon Health & Science University, Design to learn projects.

    Google Scholar 

  • Rowland, C. ( 2009). Online Communication matrix. Portland: Oregon Health & Science University, Design to learn projects retrieved from http://communicationmatrix.org

  • Rowland, C. (2012). Communication Matrix: Description, research basis, and data. Retrieved from www.communicationMatrix.org.

  • Rowland, C. (2013). Communication matrix handbook. Oregon Health & Science University.

  • Serna, R. W. (2016). Recent innovations in the assessment of auditory discrimination abilities in individuals with intellectual disabilities who are nonspeaking. In R. A. Sevcik & M. A. Romski (Eds.), Examining the science and practice of communication interventions for individuals with severe disabilities (pp. 235–258). Brookes Publishing.

    Google Scholar 

  • Siegel-Causey, E., & Bashinski, S. M. (1997). Enhancing initial communication responsiveness of learners with multiple disabilities: A tri-focus framework for partners. Focus on Autism and Other Developmental Disabilities, 12(2), 105–120. https://doi.org/10.1177/108835769701200206

    Article  Google Scholar 

  • Sigafoos, J., Woodyatt, K. D., Tait, K., Tucker, M., Roberts-Pennell, D., & Pittendreigh, N. (2000). Identifying potential communicative acts in children with developmental and physical disabilities. Communication Disorders Quarterly, 21(2), 77–86. https://doi.org/10.1177/152574010002100202

    Article  Google Scholar 

  • Sigafoos, J., Roche, L., & Tait, K. (2021). Challenges in providing AAC intervention to people with profound intellectual and multiple disabilities. In B. T. Ogletree (Ed.), Augmentative and alternative communication: Challenges and solutions (pp. 229–252). Plural Publishing.

    Google Scholar 

  • Sigafoos, J. (2000). Communication development and aberrant behavior in children with developmental disabilities. Education and Training in Mental Retardation, 35(2), 168–176. https://www.jstor.org/stable/23879941

  • Snell, M. E., Brady, N., McLean, L., Ogletree, B. T., Siegel, E., Sylvester, L., Mollica, B., Paul, D., Romski, M. A., & Sevcik, R. (2010). Twenty years of communication research with individuals who have severe intellectual disabilities. American Journal on Intellectual and Developmental Disabilities, 115(5), 364–380. https://doi.org/10.1352/1944-7558-115-5.364

    Article  PubMed  PubMed Central  Google Scholar 

  • Soto, G., & Yu, B. (2014). Considerations for the provision of services to bilingual children who use augmentative and alternative communication. Augmentative and Alternative Communication, 30(1), 83–92. https://doi.org/10.3109/07434618.2013.878751

    Article  PubMed  Google Scholar 

  • Stancliffe, R. J., Bigby, C., Balandin, S., Wilson, N. J., & Craig, D. (2014). Transition to retirement and participation in mainstream community groups using active mentoring: A feasibility and outcomes evaluation with a matched comparison group. Journal of Intellectual Disability Research, 59, 703–718. https://doi.org/10.1111/jir.12174

    Article  PubMed  Google Scholar 

  • Sylvester, L., Ogletree, B. T., & Lunnen, K. (2017). Co-treatment as a vehicle for interprofessional collaborative practice: Physical therapists and speech-language pathologists collaborating in the care of children with severe disabilities. American Journal on Speech Language Pathology, 26, 206–216. https://doi.org/10.1044/2017_AJSLP-15-0179

    Article  Google Scholar 

  • Tervalon, M., & Murray-García, J. (1998). Cultural humility versus cultural competence: A critical distinction in defining physician training outcomes in multicultural education. Journal of Health Care for the Poor and Underserved, 9, 117–125. https://doi.org/10.1353/hpu.2010.0233

    Article  PubMed  Google Scholar 

  • Tönsing, K. M., & Soto, G. (2020). Multilingualism and augmentative and alternative communication: Examining language ideology and resulting practices. Augmentative and Alternative Communication, 36(3), 190–201. https://doi.org/10.1080/07434618.2020.1811761

    Article  PubMed  Google Scholar 

  • Tzuriel, D. (2000). Dynamic assessment of young children: Educational and intervention perspectives. Educational Psychology Review, 12(4), 385–435. https://doi.org/10.1023/A:1009032414088

  • U.S. Census Bureau. (2017). New Census Bureau report analyzes U.S. population projections. Retrieved from https://www.census.gov/newsroom/press-releases/2015/cb15-tps16.html

  • Warren, S. F., & Brady, N. C. (2007). The role of maternal responsivity in the development of children with intellectual disabilities. Mental Retardation and Developmental Disabilities Research Reviews, 13, 330–338. https://doi.org/10.1002/mrdd.20177

    Article  PubMed  PubMed Central  Google Scholar 

  • Wetherby, A. M., Yonclas, D. G., & Bryan, A. A. (1989). Communicative profiles of preschool children with handicaps: Implications for early identification. Journal of Speech & Hearing Disorders, 54(2), 148–158. https://doi.org/10.1044/jshd.5402.148

    Article  Google Scholar 

  • Wetherby, A. M.. & Prizant, B. M., (2003). Communication and symbolic behavior scales, Normed Edition, Brookes Publishing.

  • WHO (2010). Framework for Action on interprofessional education and collaborative practice. World Health Organization. Available at http://whqlibdoc.who.int/hq/2010.WHO HRN 10.3_eng.pdf?ua=1

  • Wofford, M. C., Ogletree, B. T., & De Nardo, T. (2022). Identity-focused practice in augmentative and alternative communication services: A framework to support the intersecting identities of individuals with severe disabilities. American Journal of Speech-Language Pathology, 31(5), 1933–1948. https://doi.org/10.1044/2022_AJSLP-21-00397

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

BTO: conceptualized and wrote the manuscript. MCW: collaborated in the writing and editing of the manuscript. ABH: collaborated in the writing and editing of the manuscript.

Corresponding author

Correspondence to Billy T. Ogletree.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ogletree, B.T., Wofford, M. & Barton-Hulsey, A. Practical Approaches and Socially Valid Assessment Considerations for Learners with Emergent Communication and Severe Intellectual Disability. Adv Neurodev Disord 6, 426–441 (2022). https://doi.org/10.1007/s41252-022-00303-4

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41252-022-00303-4

Keywords

Navigation