Tag Archives: research

Dear Diary

It sucks to be forgotten about. It sucks even more to be conveniently forgotten about. I usually say people just assume my life is continually abuzz with social interactions and so they figure I’ll be fine. I’m not actually sure that’s really the case. I am perhaps more annoying than I am memorable or desirable.

It also sucks that lately I’ve been using this blog to relay so many negative thoughts. It’s kind of neat though – here I can be earnest with sad emotions in plain view and go totally unnoticed. Hiding in a bushel of websites, I spose.

I need to refocus my attention on the people who remember me. And on the people who are forgotten.

And I need to stop smothering, for the love of god. My excitement makes it hard for me to listen. Tom did send me that book…

I spent two hours making a 3D-printable hat with a kid at the library today. He’s got some mad digital literacies going on. And you know what, I’ve just found motivation to write up my fieldnotes. Queue the Nujabes.

Maybe god provides answers?

Thesis ideas

Someone asked me how to come up with an idea for a dissertation the other day, and here’s how I responded:

…Most PhD programs in the US require students to take a couple of years of classes so they can better work out their academic interests and determine where they might best fit. It’s usually a process of socialization and indoctrination into the norms and expectations for the field as much as it is familiarization with content.

My cousin, however, is pursuing a PhD in Canada, and apparently they don’t have classes there, they just go straight to working on their thesis. I don’t know if they even have advisors.

So if your school format is more like the former system, I’d suggest you identify some general topics or themes you’re interested in, and begin to ask questions. Find classes that relate to these and build off of ideas you encounter.

If your school format is more the latter, then I’d suggest you think about a few key things:

1) The sorts of academics you’d like to model yourself after – namely active research professors and scholars you think are ideal
2) The types of research methods you find fitting – LIS is quite interdisciplinary, community informatics does well with ethnography and participatory action research, but these methodological frameworks would not be accepted in, say, bibliometrics and knowledge organization. Often researcher experience and personality type helps to determine what kind of research suits a person best.
3) In stride with what I suggested above, ask questions. Look at the “why’s” and the “how’s” behind social processes and work to link them to existing literature.

I think there’s a lot to be done in many areas. A few topics you might consider that I’ve always wished I could more deeply explore:

  1. Cultural aspects of the digital divide and digital literacy; identifying and understanding social practices with technology that shape information sharing, expression and creation.
  2. Positive impacts of values embedded in technologies. Critical pedagogy could be interlaced into the construction, interface, and teaching agendas behind initiatives like OLPC or other ICT4D efforts. While these technologies might bring negative corporately-driven values, like consumerism, they also bring other possibilities, such as student-driven learning or [more] gender equality.
  3. Development and prototyping of media creation and analysis tools, like image annotation or collaborative video construction; exploration and best practices.
  4. Fostering and encouraging social-justice and egalitarian thinking amongst videogame communities; the next steps of what to do after we find evidence of structural oppression in social media and games.

Digital Literacy

Ordinarily when I say digital literacy, I am careful to premise it with the descriptors critical and creative, terms that, upon first impression, might seem a little ambiguous. After all, each word has at least two meanings. In this case the use of the word critical could give the impression that this is an essential or important incarnation of digital literacy, and I would argue it very well may be, but my main intention is to invoke the analytic meaning of the word: to interrogate, deconstruct and discern value. Likewise creative is often read in the sense of creativity, the process of hatching worthy and original ideas, which actually would lend itself to the critical component, which requires some measure of divergent thinking. Instead I don’t require that creative include uniqueness or discovery, just conscientious construction of objects and ideas, with the possibility that they may also be innovative or even deviant. Such distinctions provoke a preamble, this section jumps into digital literacy as it is seen in recent literature and lands squarely in the definition that inspires[G1] my proposal[G2] .

Defining Literacy[G3]

Literacy finds many different definitions in varying contexts, but one of the most globally conscious, as well as universally adopted, is that is put forth by the United Nations Educational, Scientific and Cultural Organization (UNESCO 2004):

Literacy is the ability to identify, understand, interpret, create, communicate and compute,[1] using printed and written materials associated with varying contexts. Literacy involves a continuum of learning in enabling individuals to achieve their goals, to develop their knowledge and potential and to participate fully in their community and wider society.

In presenting this definition UNESCO (2004, 2005) thoughtfully positions literacy as a set of social practices rather than a singular skill, and elevates it to the level of a human right (the right to education[G4] , UNESCO 2005). It suggests that meaningful acquisition and application of literacy provides the basis for positive social transformation, justice, and personal and collective freedom. Although this characterization establishes desired outcomes that match those of the ideological component of Cyberpower the UN report purposely restricts their focus [G5] to text and written materials. It is at this juncture where digital literacy comes into play.

In the vernacular, literacy often is taken to be equivalent to competency, proficiency or functionality, and is often affixed to other words to create compound meanings[G6] , such as information literacy, (new) media literacy[G7] , and stranger and debatable pairings, such as emotional literacy.[2] Digital literacy is another one of these duos, and like the others it has a surrounding body of literature and discourse. However, I think it stands apart[G8] because it is well-positioned to appropriately frame research on libraries, information technology and empowerment, as will be explained.

Many definitions of digital literacy have turned up over the course of the past two decades, but they can generally be sorted into two major categories: (1) conceptual (abstract) definitions, often advocacy-laden, and (2) “standardized sets of operations intended to provide national and international normalizations” (Lankshear and Knobel 2006:21), or, more simply, comparable described[G9] skills. In a sense this is just theory and application, but the examples are so numerous and vague that they become difficult to track, especially when someone is seeking to determine which theory leads to which application. Even still, digital literacy research is largely international,[3] which makes direct comparison and universal classification difficult, and the majority of it seems to be focused on youth enrolled in K-12 education,[4] which delivers an incomplete view of the issue. Reviewed here is not a comprehensive or catch-all literature review of all ‘digitally’ associated literacies [G10] but instead a simpler concrete and outcome-oriented alignment of commonalities found in several apprehensions and models of digital literacy that I think are important[G11] . In other words, this framework provides the basis for my research approach.

In the Abstract

Conceptual definitions of digital literacy include a call for an alteration of the media and mode limitation seen in the aforementioned UN articulation: reading and writing with physical text. Some interpret this as broadly as the ability to comprehend information however it is presented physically, no matter how complex[5] (adapted from Lanham 1995[G12] ), while others provide a new concentration as a stipulation: the ability to understand, evaluate and organize information represented through ICTs (among the first to propose this was Gilster[6] 1998, there have been many others since). The field of New Literacy Studies is so bold as to suggest that digital literacy[7] is a facet of entirely ‘new literacies’ and that though these literacies include practices mediated by post-typographic forms of text[G13] they also inherently involve social behaviors and patterns, such as being ‘participatory,’ ‘collaborative,’ or more ‘distributed’ (Lankshear and Knobel 2008, Jenkins et al. 2006, Mills 2010, Hague and[G14] Payton 2010). Such practices may dramatically transform the production of knowledge (Warschauer 2010); this implies that new sets of cultural or social relations may be necessarily represented through information sharing and expression with ICTs. Stated differently, it could be said that these new social practices are value-laden, and these values can get intertwined with the process and medium of ICTs.

The power digital literacy, to some extent, actually lies in its flexibility and lack of strong structure. In the 80’s scholars grappled with the idea of computer literacy, and later, in the 90’s they incorporated a broader view of information literacy (Bruce 1994, 1997). Bawden (2008) explains that the roots of digital literacy are interrelated to a host of other terms: library literacy (Bawden 2001), network literacy (McClure 1994), informany (Neelameghan 1995), mediacy (Inoue, Naito, and Koshizuka 1997), and e-literacy (Martin 2003, 2005). Though the objective is not to create one master form of digital literacy, Lankshear and Knobel (2008) suggest that a view of digital literacies (plural) is appropriate, and can account for the underpinnings of traditional text literacy, computer literacy, background knowledge, central competencies like knowledge assembly, and attitudes or perspectives, like independent learning.

As a result, digital literacy is notably situated in related sociocultural debates (Koutsogiannis 2007, Williams 2003), topics like textual design [G15] and multimodality (Kress 2003[G16] , Kress & Van Leeuwen 2001), the trajectory of education in the global information age (Cope & Kalantzis 2000[G17] , Luke & Carrington 2003), what forms or adoption processes the social practices of literacy take (Lankshear and Knobel 2008),[8] and in envisioning new media as potential sites or environments of learning (Gee 2004). This discourse may be, in many cases, a reproduction of previously-encountered literacy debates (Collins & Blot 2003), and a great deal of the extant reports on digital literacy could stand to benefit from integrating a broader range of disciplinary perspectives.[9] Conversations too far removed from practice may give insufficient attention to cultural tradition, the role of identities[G18] and local economic[G19] factors, to the point where we may fall into the trap of reinforcing digital capitalism, in a variation on a broader theme of the digital divide (Pieterse 2005, Koutsogiannis 2007). Despite all of this, the rhetoric does illustrate the sheer assemblage of ideologies on the topic, as well as the powerful interdisciplinary constituency of scholarship.

In Application

The fragmented theory from the numerous academic disciplines surrounding digital literacy are inherited in its application in research; many measures of digital literacy exist in recent publications. Similar to education and other intersections of humanities topics and social science, digital literacy seems to be most often measured in two ways: (1) in terms of flexible (qualitatively described) examples and typologies[G20] of best practices as well as (2) specifically measured aptitudes and behaviors, usually seen in the performance of tasks .

A complete review of studies employing these types of measures is beyond the scope of this paper. Instead, reviewed here are two exemplars that give an idea of the ways conceptions of digital literacy might be applied.[G21]

First is the model for participatory culture discussed by Jenkins’ et al. (2006). In their report the authors argue for the existence of an emerging culture tied to digital literacy, described as having “relatively low barriers to artistic expression and civic engagement, strong support for creating and sharing one’s creations, and some type of informal mentorship whereby what is known by the most experienced is passed along to novices” (Jenkins et al. 2006:3) The authors suggest that the recipe for participatory culture includes many social practices connected to engagement with ICTs, such as affiliations in online communities, digital expressions and circulations, and distributed problem-solving. They see this social action as related fundamentally to other challenges, such as digital inclusion and participation, transparency of information, and the question of ethics in the proliferation of new media. Out of this they draw a set of skills and cultural competencies and give examples that include teaching scenarios and encouragement for best practices. For instance, they describe transmedia navigation, “the ability to deal with the flow of stories and information across multiple modalities” (Jenkins et al. 2006:46) by presenting the case of Pokémon, a fictitious set of creatures for which there is no single core source of information. Children learn about Pokémon by following stories of their experiences and characteristics in a variety of mediums with different affordances and systems of representation, including card games, television, videogames and websites. Though Pokémon appear in many contexts, children still have a grasp of who and what they are. The application of digital literacy seen here is helpful in that it constructs useful and flexible categories and instances of social practice, but without chaining them to specific information technologies.

Second, Eshet-Alkalai and Hamburger (2004) and Eshet-Alkalai and Chajut (2009) introduce a compelling model in their operationalization of digital literacy as testable skills[G22] : photovisual literacy, reproduction literacy, branching literacy, information literacy, socioemotional literacy, and real-time thinking skills. Their series of studies (2004, 2009) featured a sample comprised of a diverse group of participants controlled for age, education and socioeconomic variables. They demonstrated the testing of digital literacy skills through verifiable and reliable tests over time, but with sufficiently complicated tasks. For instance, participants were challenged to use a word processor to modify the meaning of text by rearranging its parts. The work involved included an understanding of connotation, grammar, and composition as well as knowledge of the interface and comfort with hardware manipulation. In comparison to other simpler measures of digital literacy, such as knowing how to send an email,[10] the authors more effectively capture digital literacy in its context: while they might pay more attention to technical aptitudes and cognitive abilities with regards to certain variables, they acknowledge the complexity and embeddedness of technology use. Knowing how to send an email has as much to do with knowing what or how to write and grasping the cultural norms of the people using your domain of the internet as it does using a mouse or navigating Gmail.

What makes these examples powerful is their emphasis on surrounding context and application-oriented research. They are also in need of one another. Jenkins et al. don’t present metrics that work well with operationalized (hypothesis testing) research and evaluation and Eshet-Alkalai, Hamburger and Chajut remain constrained to cognitive models that don’t take enough of the wisdom of cultural literacy studies [G23] into account. Research on digital literacy more generally falls in with the same trap[G24] : how to balance giving sufficient attention to informing theory and at the same time establishing and testing comparable and valid models or measures.

Establishing the Terms: Critical and Creative Literacy

A valuable digital literacy framework lies in a combination of insights from the field of research reviewed above. Digital literacy is best understood as a fuzzily bounded [G25] and dynamic set of social practices that foster critical social awareness, as well as measurable knowledge of and command over relevant digital tools. This is what is meant by the qualified critical and creative digital literacy[G26] , and I think this combination, is the most likely to affect the arrangements and production of Cyberpower.

Critical social awareness [G27] is the component that keeps this model outcome-oriented[G28] . It is not unlike the objectives of critical pedagogy (Finn 1999): educators must work vigorously to decipher and dismantle the oppressive structure that has come to characterize modern stratified education and push for authentic dialogue between teachers and learners[G29] . This need for a critical mindset goes beyond teaching young students in schools, extending to people of many ages and cultures,[11] and also beyond the domain of skill acquisition—to aiding learners in becoming aware of their right (and capability) to transform reality (Freire 1998). In order to empower[G30] literacy should be an avenue for individuals to better understand how their identity and agency rely on and produce cultural forms. Contemporary introductory sociology classes refer to what is essentially the same concept when they teach students about C. Wright Mills’ (1959) Sociological Imagination: critical consciousness of the relationship(s) between experiences, of individuals and communities, to social structures and processes.

In other words, people become consummately digitally literate by approaching ICT tools critically,[12] and this process deals with a moving target. What has been liberating literacy in the past—simply knowing how to read—has become domesticating literacy—a requirement to be plugged in to the system, but not command power within it—now (Finn 1999), and there is no reason to think this trend will not continue. I would posit leveraging the web is the new facet of this issue. People ought to engage in making sense of information access, communication and production tools in terms of their relevant fundamentals:

  • · The ways they affect their capacity to assert identity
  • · Recognition of the limitations and opportunities afforded by the cultural context surrounding a given tool
  • · Its possibility for meaningful communal participation or collaboration
  • · And finally, reflection on this process of sense-making and evaluation [G31]

Robinson (2011) would likely stress that these fundamentals constitute exemplars of creativity as he refers to it, applied imagination, but in this case it is applied sociological imagination.

Critical consideration of ICTs informs and orients the agenda of building a base of knowledge about these tools. To accomplish the transformation of the world around us as Freire describes people require basic concepts and skills for ICT application in everyday life. This includes a dimension of augmented information literacy, which Martin and Grudziecki (2006:7) aptly describe as:

“The awareness, attitude and ability of individuals to appropriately use digital tools and facilities to identify, access, manage, integrate, evaluate, analyse and synthesize information resources, construct new knowledge, create media expressions, and communicate with others.”

Creative[G32] digital literacy, as I conceptualize it, hangs on the latter half of this definition, but with greater intensity. Contributing to the creation of the content and knowledge that flows between ICTs is a step towards empowerment, but this may leave out a key condition: the ability to generate, modify, repurpose, remix and otherwise assert control over the mediums these ICTs depend on and exist in. This requirement may be extreme, but can be cast as a long term goal, much as justice and equity might at first seem farfetched. If individuals can program, design, hack, and build software and hardware then they have[G33] greater control over the means of knowledge production. They can participate in liberating movements like Open Source (Chorpa and Dexter 2008), dismantle [G34] oppressive social structures knit into digital architectures[13] (Lessig 2006), help to maintain the innovative context that enabled the proliferation of the internet to develop in the first place (Zittrain 2008) and understand and advocate for their position in a permanently beta[14] (Neff and Stark 2004) ecology of the internet.

Indeed, what sets this apart from classic media, visual, and information literacy is that creative digital literacy is fundamentally about being an active player: the study of the influence of a hundred channels of information all produced by external authorities might be an act of raising awareness, but viewers in the contemporary[15] have little or no ability to shape what’s on the airwaves of radio or TV. They have limited access to the print-based publishing world and little say in the formalized rules of visual design. By contrast, the discourse, ideas and content that perpetuate throughout the internet and via ICTs is in large part authored by individuals and organizations of varying type and scope. Digital literacy is necessarily an involved and directed activity that is about interacting and producing; it must go beyond watching or reading[G35] as much as it might go beyond experience and comfort with computers.[16] Exposure to ICTs does not translate to competence, even when it concerns young learners, but research has begun to suggest that those who are indoctrinated into the active-producer norms of the internet will apply these skills and conceptual models to classic media like TV (Shirky 2010[G36] ). Writing code for your own software program or painting a picture with a mouse are not easily reducible to the application or interpretation of information. These tasks involve a dimension of craft and require attention to social context. The recent decade has produced and made accessible more information and communication [G37] opportunity than ever known before, but leveraging the quantity to produce quality is best as an active process.[G38]

I will return to this argument in a moment, to explain how it relates to Cyberpower, but first I should explain why I have abandoned the frame Cyberpower was previously associated with: the digital divide.

Differentiating and Deciphering the Digital Divide

I want to take a moment to distinguish digital literacy from the digital divide. A lot of work on the subject of power and information society examines people’s ability to participate in it meaningfully, be it as part of global conversations, local democracy, or broad social change movements. The frame this instinctually assumes is that participation boils down to a matter (requirement) of access, known commonly as the digital divide, or, stated succinctly, the power differences between people or communities tied to varying levels of computer and internet opportunity[G39] .

Establishing the digital divide as our enemy necessarily embarks us on a quest for digital solutions, but the lack of possession of material access to technology and the absence of skills, community support and perceptions to make effective use of it [G40] is often a symptom of deeper, prolonged issues. In some sense the digital divide is a moving target, the make-up of ICTs shifts as we look back over time. As stated earlier, we’ve been in something of an information revolution (or crisis) for over thirty years. First it was the onset of significant representation of computers in business and homes (the computer and information revolutions, Beniger 1986 and Jones 1982, cited by Williams 2001[G41] ), then it was the internet (DiMaggio and Hargittai 2001, Warschauer 2003) and more recently mobility (Johnson, Levine and Smith 2009, Horrigan 2009), broadband (Horrigan 2008) and Web2.0 (Scholz 2008[G42] ). It is worth taking a step back, disentangling oneself from the ever-changing constitution of ICTs, and interrogating the underlying assumptions and agendas of the digital divide and the credence for the proliferation of ICTs.

A fitting example might be Jan Pieterse (2005), who questions the motivation behind the digital divide in his critique of information communication technologies for development, or ICT4D. His argument takes place in the context of digital capitalism, a world in which networks of corporations drive and dominate cyberspace and subject the world to certain flavors of media and deepen forces like consumerism [G43] (Schiller 2000), which is not unlike the network society described by Castells. ICT4D implies the imposition of flawed (or loaded) developmental models, such as technological determinism or neo-liberalism (market forces are development[G44] ) that serve to mask the true intentions of insidious political and economic agendas: to make money off of poor people through selling more material goods and exploiting labor, to control markets with ideologies like intellectual property rights and to force developing countries to choose between dependence on NGO’s or corporate networks. Pieterse’s stance is accurate, if resoundingly pessimistic, and reminds us of the complex of baggage we drag with us when we deploy ICTs to ‘bridge the divide’ between peoples.

Many researchers have set out on task of revealing the digital divide and have found illustrious ways to describe dimensions related to unequal distribution and use of ICTs: from material access and skills (DiMaggio and Hargittai 2001, Banks 2006, Van Dijk and Hacker 2003) to mental access (interest in ICT) and usage opportunities (Van Dijk and Hacker 2003, Banks 2006) to perceptions of these variables (Porter and Donthu 2006) to the accumulate ability to openly critique technology tools (Banks 2006). Van Dijk and Hacker express the situation rather appropriately when they criticize the passing way most articles situate their findings:

…based on a rather static and superficial sociological analysis of the present situation. Constructing rather arbitrary background variables of individual resources at a single point in time does not make a theory that is able to relate to social and technological development, that is to say, the level of society and technology. (Van Dijk and Hacker 2003).

They instead link ICT policy to long-lasting and concrete positive outcomes, specifically social inclusion and equal distribution of resources or life chances, and suggest researchers place emphasis on variations of classic factors that strongly determine socioeconomic status, like education. Or, in my case, literacy.

The shift in focus from divide to literacy is desirable because the emphasis is placed on changing individuals, who then in turn affect social change in the aggregate, in the ground-up fashion described by Cyberpower. Literacy as I describe it necessitates that the learner play a strong role in orienting the agenda, not just external authorities like government, corporations or NGO’s. In this model access instead becomes a down payment[G45] for literacy, and consequently empowerment, but it doesn’t really amount to much without this end goal.

Digital Literacy as Cyberpower

One stated definition of Cyberpower is that it is a measure of to what extent individuals, groups or movements are able to wield power with benefit from ICTs. Considering this description, it could be apt to state that digital literacy is active Cyberpower. The study of new literacies teaches us transformative social practice can and should be part of digital literacy[G46] , and my chosen modifiers of critical and creative can be construed[G47] as social practices.

To clarify what I mean by this, and in order drive home the connection between critical and creative, as well as underscore a more eloquent presentation of Cyberpower, I would like to introduce the recent work of David Gauntlet (2011).

Gauntlet’s thesis, based largely on the ideas of John Ruskin, William Morris, Karl Marx and Ivan Illich, is well-encapsulated by his book’s title: Making is Connecting. Fundamentally, he argues for the significance of creation, the generation of virtual and real things by everyday people. Like Robinson, Gauntlet attacks the idea that the world of thinking (theory) should be separated from the world of doing (application) in some kind of archaic industrialism-era fashion, and suggests that to have creativity and craft contained by formal intuitions and fields—like professional art, theater, dance, programming, writing and more—is to further the illusion that everyday people cannot be part of cultural production, when, in fact, they’re perhaps as responsible for it as any news media, educational or governmental force. The explosion of interest and sensation over the Web2.0 “brand” (Scholz 2008) represents a challenge to many traditions of cultural construction, and Gauntlet is careful to note some of the downsides, like the danger identified in Baym and Burnett (2009), that collaborative production may be unrewarded or exploited labor, of a kind.[17] Nevertheless he makes three points that I feel are worth noting:

1) In the case of creation, both on and offline, we need to think about more than just tools of craft, but instead platforms and communities. The ease of use and access for a given tool is certainly part of the picture, but Gauntlet’s book is teeming with examples of people connecting to people, by making in context. It is not, a case study of the technology of the moment.

2) Imperfection[G48] is not only okay, but it makes us happy. Unfinished works, learning activities, rough remixing projects, all of these are potentially productive, what is most often important is the personal aspect of a work. Gauntlet finds plenty of ties in the literature on individual happiness to the process of freely-chosen, goal-oriented creation projects, including emotional support, communal recognition, helpful feedback, social approval, self-awareness and more.

3) Making leads to connecting, which in turn affects social capital. Though tracing the importance of social capital in issues like community health is difficult, Gauntlet suggests that this is how to best take a sociological viewpoint on aggregate wellbeing.

Gauntlet lands, finally, in a chapter on Ivan Illich’s work on deschooling[18] and the social roles of the tools of creation.[19] An education system based on creation would look radically different than our contemporary mass-production factory, and would involve more direct skill-sharing and exchange-based teaching, peer matching or mentorship and, quite applicable to my dissertation topic, public libraries full of all kinds of educational objects and attached programs. The vision behind this[G49] , which I think beautifully connects critical to creative in the context of Cyberpower, is stated best by Illich himself:

“Tools are intrinsic to social relationships. An individual relates himself in action to his society through the use of tools that he actively masters, or by which he is passively acted upon. To the degree that he masters his tools, he can invest the world with his meaning; to the degree that he is mastered by his tools, the shape of the tool determines his own self-image. Convivial tools are those which give each person who uses them the greatest opportunity to enrich the environment with the fruits of his or her vision…a convivial society should be designed to allow all of its members the most autonomous action by means of tools least controlled by others.”

Illich demonstrates the necessary connection between a critical perspective of self-awareness and active creation of Cyberpower through tools. When people become cognizant of their desired and imposed identities they are able to act with direction and conscience; they can envision the world as they wish it to be. Here we have a vision of society filled with empowered, self-directed people, who purposefully use tools largely of their own design or control. These participants connect with one another, not just in terms of communication or information sharing, but also through making and remaking[20] both content and the systems through which it flows. I see this as all three levels of Cyberpower, (1) they possess power, in the form of a repertoire of tools, skills, and creations, (2) they help to guide the investment of power in platforms and objects more actively and critically, and (3) they are power itself in an ideological sense because they are a greater stakeholder in the network of abstract forces that structure society. I think Robinson and Gauntlet would both agree with me in saying that they are also more likely to be happy and positively contribute to the social capital of communities.

I am not suggesting that in order to be digitally literate, a person must know how to create YouTube, in full. I am suggesting, however, that the more they learn about the inner-workings of YouTube as a black box, the better able they will be to use it effectively. For instance, understanding that video preview thumbnails are based on stills generated by an automatic parsing system which splits a clip into quarters allows a video creator to determine their own video advertisement images with precision. Knowing how to code a flash (web element) container that can play any kind of video gives a person more insight on a key efficiency of YouTube’s design. Understanding how the multiple streams for content of varying quality are downloaded to your local client, and how to save them permanently enables users to acquire the assets for remixing projects without having the original source. All of these undertakings become easier when you make your own black box. As Zittrain (2008) has pointed out, while the internet was constructed by people who all could help to generate its inner-workings, its mass adoption has led to a vast majority of increasingly ignorant users. The ‘ease’ of access is the dark side of a consumer model based on ignorance. Companies like Apple would prefer their users only be able to consume content on their terms, on their devices, and not be able to create it unless it goes through their own restricting information-control-overkill development and rights management (DRM) models. Apple’s worst nightmare is probably a body of users willing to critically interrogate their ethics and business model, as well as its foundational pro-marketization reproduction of information as a controlled commodity.[21] In fact, their nightmare does exist in a budding form, as the Linux and FOSS community.

I think this combination provides the beginning of an answer to Lessig’s fourth constraint: architecture. While Lessig talks mostly about the architecture of code as a structuring force, a sociological imagination-fueled creation ethic could probably battle oppressive ideologies knit into physical world objects as well. In sum, I think critical and creative digital literacy is constructive of Cyberpower that can play a role [G50] in (1) shaping the space of flows (Castells 1997), (2) reinvigorating the library in the public sphere (Buschman 2003), and (3) assisting the ailing public education system (Robinson 2011).

The question remains, how does this composition of theory roll into a research project?

From Theory to Research[G51]

As will be explained, I intend to approach this topic with targeted qualitative interviews and a limited series of case studies. Simply stated, I think this theoretical framework equips me to do this research well in two primary ways:

1) It alters and justifies the frame in which I ask questions about what is going on in libraries in ways that most previous studies have not: investigating programs, people, and policies, in addition to infrastructure like devices.

2) It supplies the scaffolding for my analysis of the data. In inspecting the relationships between all of these factors as they relate to digital literacy I will remain obligated to discerning social impacts in terms of Cyberpower.

Epistemological assumptions my scholarship depends on can be found in Appendix D[G52] .


[1] Compute as in basic mathematics, not computing or computer operations.

[2] For a brief history and example of emotional literacy analysis in action see Liau, Liau, Teoh, Liau 2003. As Burman (2009) point out, however, the term is still somewhat contested in its use and needs to be considered and employed with caution.

[3] An ever-increasing amount of research on digital literacy education and associated practices is taking place in countries outside of the US, including Ireland (DLIPS 2009), Greece (Koutsogiannis 2007, Mitsikopoulou 2007), Israel (Eshet-Alkali & Amichai-Hamburger 2004, Eshet-Alkalai & Chajut 2009), Spain (Meneses and Mominó 2010), Australia (Walsh 2010, Bulfin 2007), Brazil (Braga 2007), South Africa (Jacobs 2004, Walton 2007), Botswana (Mutula and Mutula 2007), Rwanda (Mukama & Anderson 2008), and Hong Kong (Lee 2002). Together these comprise a rich array of ideas and perspectives.

[4] It is widely acknowledged that digital technologies significantly impact literacy developments in K-12 education (Walsh 2010, Carrington and Robinson 2009, Jones 2007, and more), and this has been given special concern with young children (Hisrich and Blanchard 2009, Burnette et al 2006, Russo et al. 2009 ). The popularized ‘digital natives’ concept (Prensky 2001, Palfrey and Gasser 2008) may be responsible for this heightened interest and concern, but could also be a reflection of the current iteration of moral panic that is reoccurring in education (Bennet and Maton 2008).

[5] This might be stated more specifically as any “ways of making meaning with diverse semiotic resources” (Warschauer 2010:124) that could enable in the discovery of ‘invisible literacies.’ (Baynham 1995 in Warschauer 2010), which is too broad of an approach to be useful here.

[6] A budding typology that included several aspects: assembling knowledge, evaluating information, searching and navigating in non-linear routes

[7] And in fact, Lankshear and Knobel (2008) advocate that an expansive frame of ‘digital literacies’ (plural) more honestly accounts for the diversity of research on the topic, and ties well into previous research on literacies.

[8] Though they make reference to this in the introduction, examples can be found throughout their whole book by a range of authors: David Bawden, Genevieve Marie Johnson, Maggie Fieldhouse, David Nicholas, David Buckingham, and Ola Erstad.

[9] One such example can be seen in Williams’ 2003 assessment of the National Research Council’s 1999 report Being fluent with information technology. While the report effectively captured fluency with IT in terms of technical skills, concepts and history, it failed to articulate many of the ways literacy connects to social structures related to power, democracy, and cultural hegemony.

[10] As seen in Meneses and Mominó 2010 , for instance.

[11] As explained by Braga (2007), Resistance Theory (Giroux 1983, 1988) compels us to move past issues of ‘social reproduction’ to rescue notions of agency and resistance, as motivated by the work of Gramsci (1971). It is therefore important to engage all social groups in the process of social critique to forge alliances that promote progressive political actions.

[12] Banks (2006) refers to this as critical access: “Members of a particular community must also develop understandings of the benefits of the problems of technology well enough to be able to critique, resist and avoid them when necessary as well as using them when necessary” (42). To frame critical analysis of ICTs as access is a cumbersome appropriation of the digital divide rhetoric. It is probably more accurate to describe it as literacy, even if the critical qualifier may be redundant.

[13] To reiterate, Lawrence Lessig argues that the internet heeds four constraints: social norms, the flows of markets, law, and the way its systems, interfaces and channels are constructed; their architecture.

[14] Permanently beta, in this context, refers to regular state of instability of digital products. Take Google: it never has a final released version, but is instead an interface with a continually changing and wildly complex set of databases behind it. What’s more is that the consumers, the users of Google, have a strong role in influencing the way the system develops. The internet is made up largely of these kinds of feedback and innovation systems.

[15] When radio and TV first debuted they had considerable entrepreneur uptake and were not dominated by a limited set of corporate powers (Zittrain 2008). This fell away over the years to reach our current state of media company conglomerations.

[16] Readers will notice I have not made much effort to distinguish computer literacy here. I don’t really think it’s a relevant term anymore, because of its implied restriction: computers. We use much more than those to access information these days. and more often than not the term just refers to knowing how to do things like operate a mouse and show some understanding of the conceptual models taken up by operating systems.

[17] In their study Baym and Burnett noted that often respondents didn’t see things this way. Not all activity must be rewarded in a monetary form. In fact sometimes the best rewards are not possible to quantify in that way. Scholz gives an argument similar to what Castells or Buschman might say: the discourse and ideological framing around Web2.0 as a zone controlled by the everyday person is a tool of those who control the space of flows, the technocratic pro-marketization elite. Substantively, ability to contribute content and establish connections does little to disassemble structural oppression like racism, sexism and the like. The alternative demographics of the web (which has in part led to the digital natives scare) and the existence of powerful counteractive forces like international hacker communities do make for some social change, but not the egalitarian liberation it was once dreamed (or purported) to be.

[18] In Deschooling Society (1971), Illich effectively the crisis of education as presented by Robinson earlier on, only, as would be reasonably expected, without emphasis on information society. He proposes a more radical reformation of education, too.

[19] Titled formally, Tools for Conviviality (1973), the book is largely about having the power to shape one’s own world, the dangers of organizing human interests into systems and institutions, and the way that tools could apply to both of these issues.

[20] An alternative phrasing of this might be subverting. Finding and making “hack-arounds” to systems of content sharing is a way of remaking and exerting control on them.

[21] Apple is not alone in doing this, they’re just particularly notorious for finding a way to put a proprietary price tag on everything. They, like many other tech companies, convince users to give up liberties so that they can be ‘safe’ from viruses and not have to be responsible for thinking much about their consumption. In the case of Apple users can instead choose to relish the sex appeal of devices that showcase their membership in a higher or “better” social class.


[G1]Word choice fights – motivates, undergirds, lies beneath, etc…

[G2]I might also go on to say that it illustrates connections to cyberpower and lirbaries in information society, but I should probably push those at the end.

1) [G3]Here’s what literacy is generally

2) It’s an extension of the human rights to education

3) There are many types of literacy, but digital literacy is appropriate here because of my focus

4) Nobody seems to agree what digital literacy is, so I’m making my own functional definition that builds on my research questions, method and site

[G4]Education should cultivate individual talents, cultural understanding, good citizenship and economic development. Everything depends on the quality of teaching and on personalized learning.”

[G5]I previously used the term unit of analysis, which I still kind of like

[G6]There is considerable debate between fields of study that include literacy. Many attempts to propose a single master set have been made, but I don’t want to go about colleting those.

[G7]Assumed that the reader will know what these are, they have no single easily traceable history, as far as I can tell

[G8]Is distinguished

[G9]And measurable

[G10]This would be a dissertation itself, actually

[G11]Formalist alarm, use of first-person!

[G12]I don’t know if this is the best reference – my goal is to say that some people just see digital literacy as information literacy. Lanham writes that his book’s concepts were applied in many contexts…

[G13]or ICTs – does the distinction between medium and mode matter here?

[G14]And probably more I don’t know about – these are recent/influential people I know of.

[G15]topography

[G16]1) Texts are becoming intensely multimodal, that is, image is ever-increasingly appearing with writing, and, in many domains of communication, displacing writing where it had previously been dominant.

2) Screens (of the digital media) are replacing the page and the book as the dominant media.

3) Social structures and social relations are undergoing fundamental changes, as far as writing is concerned, predominantly in changes of structures of authority, and in the effects of changing gender formations.

4) Constellations of mode and medium are being transformed. The medium of the book and the mode of writing had formed a centuries-long symbiotic constellation; this is being displaced by a new constellation of medium of the screen and mode of image. The consequences of this shift are profound.

[G17]Situated Practice, which draws on the experience of meaning-making in everyday life, the public realm and workplaces;

Overt Instruction, through which students develop an explicit metalanguage of design;

Critical Framing, which interprets the social context and purpose of Designs of meaning; and

Transformed Practice, in which students, as

meaning -makers, become designers of social

futures.

[G18]Identity movements…

[G19]Control of production

[G20]The PEW reports, for instance

[G21]More active voice alternatives:

 

It wouldn’t be very productive to overview the hundreds of examples of these types of studies, so instead I’ll give examples from just two.

 

As one might guess, there are many studies based on these kinds of measures. For the sake of space, two exemplars follow:

 

See this is my natural voice, but I’m told it’s too informal, despite being much more concise and clear!

[G22]Example of skills-based measurement

[G23]The social construction of literacy – as a set of political and moral behaviors, etc…

[G24]plight

[G25]This is a math-related phrase that’s managed to sneak into my vocabulary. I should probably replace it. The idea is to indicate flexible boundaries that are unstable

[G26]Redundant?

[G27]Integrate?

 

the term multiliteracies highlights two related aspects of the increasing complexity of texts: (a) the proliferation of multimodal ways of making meaning where the written word is increasingly part and parcel of visual, audio, and spatial patterns; (b) the increasing salience of cultural and linguistic diversity characterized by local diversity and global connectedness

[G28]Cyberpower goal oriented

[G29]Most cultures approach learning as process that includes a delivery of content, be it via a text, teacher, or computer, but a crucial component of learning lies in inquiry. Bruce and Bishop (2002) emphasize a complementary model known as inquiry based learning: the practice of asking questions, investigating sources of answers, creating solutions, discussing outcomes and application, and consistently and deeply reflecting on procedure. Thus inquiry-based learning moves pedagogy from transmission-oriented tasks to the open and relevant discovery and sharing of ideas and perspectives, which can certainly take place outside of a classroom or online (Bishop and Bruce 2002).

[G30]“In the face of the growing pessimism associated with the inequities of the global digital technological shift, it seems more important than ever… to recover and support new discourses informed by notions of hope, possibility and resistance”

[G31]Rather long: but this – right – critical reflection on the nature of information itself its technical infrastructure and its social, cultural, and philosophical context and impact

[G32]Alternative version of this:

 

…to cultivate productive aptitudes, such as the ability to program, design, draft and implement text, images and video in meaningful ways, and otherwise manipulate information technology devices and software to craft something for functional use. In broader definitions of literacy this component is simply thought of as the ability to communicate over multiple mediums, but in my version of digital literacy the necessary skills expand to include creation or remixing of both systems and content.

 

[G33]The capacity for

[G34]Or alter

[G35]Might be stepping on the toes of reading people here – some suggest reading is a more active experience than it is often given credit

[G36]But now, for the first time in the history of television, some cohorts of young people are watching TV less than their elders. Several population studies—of high school students, broadband users, YouTube users—have noticed the change, and their basic observation is always the same: young populations with access to fast, interactive media are shifting their behavior away from media that presupposes pure consumption. Even when they watch video online, seemingly a pure analog to TV, they have opportunities to comment on the material, to share it with their friends, to label, rate, or rank it, and of course, to discuss it with other viewers around the world. As Dan Hill noted in a much-cited online essay, “Why Lost Is Genuinely New Media,” the viewers of that show weren’t just viewers—they collaboratively created a compendium of material related to that show called (what else?) Lostpedia. Even when they are engaged in watching TV, in other words, many members of the networked population are engaged with one another, and this engagement correlates with behaviors other than passive consumption.

[G37]sheer data

[G38]Digital literacy involves critically engaging with technology and developing a social awareness of how a number of factors including commercial agendas and cultural understandings can shape the ways in which technology is used to convey information and meaning.

It means being able to communicate and represent knowledge in different contexts and to different audiences (for example, in visual, audio or textual modes). This involves finding and selecting relevant information, critically evaluating and re-contextualising knowledge and is underpinned by an understanding of the cultural and social contexts in which this takes place.

Digital literacy gives young people the ability to take advantage of the wealth of new and emerging opportunities associated with digital technologies whilst also remaining alert to the various challenges technology can present.

In short, digital literacy is the ‘savvyness’ that allows young people to participate meaningfully and safely as digital technology becomes ever more pervasive in society.

Indeed, if formal education seeks to prepare young people to make sense of the world and to thrive socially, intellectually and economically, then it cannot afford to ignore the social and cultural practices of digital literacy that enable people to make the most of their multiple interactions with digital technology and media. Yet the notion of digital literacy and how it may translate to teaching and learning is not always well understood. This handbook therefore aims to support teachers to begin to think about how to address digital literacy in their everyday practice. It explores the importance of digital literacy and sets out some pedagogical techniques for fostering it in the classroom from within subject teaching.

[G39]Okay, so this isn’t all that succinct, but does it make sense???

[G40]Remove? This is really what I wish to get at beyond access…

[G41]Which is in Cyberorganziing, Alkalimat (2004)

[G42]Pretty vicious he is

[G43]God that was abridged as all hell, I hope Dan’s okay with it 😮

 

It’s a little adapted from Castells, too, but this is like, WAY outside the territory of this paper as it is.

[G44]Probably deserves a greater introduction, but I don’t know all that much about it!

[G45]requirement

[G46]At its core literacy is a construct that we abstract from experience and communication, it is not really an entity itself, but a way of describing individuals who can engage in a (literate) way with their own emancipation through ICTs. It can best (only) be understood as it is manifested by individuals or their aggregate.

[G47]interpreted, understood? I repeat words SO MUCH

[G48]In The Craftsman, Richard Sennett, states that craftsmanship leads to self-esteem and wellbeing – imperfections reveal our individuality and presence.

[G49]Alternative quote:

 

People feel joy, as opposed to mere pleasure, to the extent that their activities are creative; while the growth of tools beyond a certain point increases regimentation, dependence, exploitation and impotence…

 

[G50]“Society requires literacy because in the power-knowledge relationship of the modern world, literacy defines who controls the means of production, that is the means to produce wealth (industry) and the means to produce knowledge (education).” Taylor 1993, covering Freire

[G51]Worth expanding this some, probably

[G52]Linda felt this did not belong in the main text, but knowing how much resistance there is to CI and public scholarship there is in the academy I felt I should include it somewhere.

Timeless Time. Or timeless BS??

So I’m trampling my field examination right now and answering the question: To what extent do social divides in the physical world map directly onto those in the virtual world?

Which is great (if vague) and all, but part of my answer includes reference to this guy Castells, who I suggest sees it the other way around: the Space of Flows (will explain in a second) actually runs the show for the physical world – that is that it maps the divides. Here’s a partial explanation:

…It is at this point he advances to his connection between these physical world divides and what, in his composition, includes the virtual world. Castells explains that the dominant logic of the network society is timeless time, the employment of ICT’s “in a relentless effort to annihilate time… to eliminate sequencing of time” (Castells 1997:12). Time is fundamentally connected to space, a tool or relational framework that enables us to understand place and act accordingly. As David Harvey, an informer to Castells’ work, says in regards to globalization, “the time horizons of both private and public decision-making have shrunk, while satellite communication and declining transport costs have made it increasingly possible to spread those decisions immediately over an ever wider and variegated space” (Harvey 1990:147). The compression and desequencing of time facilitates social practices whose material organization is referred to as the Space of Flows: a unified but decentralized assemblage of (1) technological infrastructure and information systems (including the internet), telecommunications, and transportation lines, (2) nodes and hubs tied to physical places, (3) points of gathering for social actors that operate the networks, and (4) electronic spaces (cyberspace) (Castells 1999:364).

Okay, so check it, Space of Flows, totally fine, I like the concept. Timeless time, in my opinion, is a VERY flawed concept. He calls upon David Harvey (apparently the end-all, be-all of postmodernist thoughts, likes words and terms like deconstructionism and the project of neoliberalism) and the old philosopher Leibniz (circa ~1700), who I ended up investigating to validate my criticism. Leibniz suggests that time is denoted by its sequencing – in all incarnations, biological (pre-industrialization, based on ancestry), measured, and even relative (events may seem to take more or less time than one another but we still have cause and effect). This checks out. Castells consistently says that time in the Network Society is a circuit (circular) because spaces have been remapped. The idea is that ICT’s speed things up so much and make space so irrelevant that time becomes eliminated, arbitrary or desequenced.

I CANNOT buy this. Things may work faster, social practices may be rearranged by the speed at which process happen but this doesn’t undermine or dismiss cause and effect. In fact much of our discussion about technology is about dealing with time. We don’t forget or lose history in the Network Society any more than we do as a result of other operational discourses assuming control and wiping out other narratives that make meaning of the human experience (say modernity/rationalism knocking the religious era off the pulpit). David Harvey actually characterizes circular time in a way that would admonish Castells’ argument: “Past, present and future projected into each other accentuating continuity within change; diminution of contingency” practiced by “astrology-followers; archaic societies in which mythological, mystical and magical beliefs prevail.” (Harvey 1990:224)

His examples are bollocks too: we try to make modern wars quick and ignore long ones (okay, true, time still operates here), people can have kids after they’re dead with the saving of embryos (still, cause and effect and sequence here, no kid before the parent), and life expectancy is increasing so we’re becoming more eternal (really? seriously?). Timeless time doesn’t characterize the dominant groups, unless somebody has invented time travel and I don’t know about it. Or is always traveling at light speed and still somehow able to impact events here on earth. Is God behind the space of flows?

What’s interesting is that I can’t find critiques of this. People knock Castells for not doing proper analysis of the role of information, production, and of the relationship between informational labor and capitalism, or maybe for being sorta blatantly obvious in his painting of the information era outcomes, but not for his downright invalid reappropriation of time.

I mean really, I buy pretty much everything else the guy says, but not that time is desequenced or eliminated. Just compressed or altered. Sorry bud.

Becoming a Master of Arts

I know my professional blog has been quiet for a couple of months now – I spent much of the summer working on my porfolio and reading. I’ve suddenly been thrusted head over heels into my second year of graduate school. I’m teaching two new classes – an introduction to Sociology (soc 100) and Social Perspectives on the Family (soc 273) – but these feel like a natural part of life now, while I’m still in love with teaching I have plenty of confidence I can do it well. No, what scares me more is this whole independent study Masters paper thing. Most of the normal Sociology PhD’s here just write a paper that counts for their masters somewhere along their track to the higher degree but because of my transfer I need to finish it ASAP to begin my work in LIS. So I lined up an independent study and flushed out an outline to finish one paper, start two others, read oodles of sources, collect interview and focus group data, contact everyone around campus who has anything to do with what I do, and otherwise lose my mind. It’s terrifying.

At this point I have no idea if I’ve bit off more than I can chew. Being busy out of my mind is a normal state of affairs for me but this time the pressure is ten fold as high because I’m doing something I’m not so sure about and am very new to. I still don’t even know who all of my readers are because there are a whole two people directly related to what I do in Sociology.

In many ways I’m excited and enthusiastic – I have faith in my own abilities and motivation and have no fears about my interest in the subject. I know plenty of people who could help me out and have a plethora of resources among students and programs in the University. But at the end of the semester I’m going to be handing a paper to three individuals who’ve been trained for years in academe to be intensely critical and who have only a few minor connections to my area of study. It’s already a battle explaining to older professors the relevance of Facebook, it’s going to be an even bigger battle explaining it to professors who aren’t interested in technology.

But that’s okay. This is what I signed on for when I chose to go to grad school, and dealing with criticism, like it or not, is essential in an academe infiltrated by argument disguised as dialectic. I’m here to learn, I’m as smart and capable as I am, and only know what my experiences have taught me. Here goes nothing…

Real Research, Silly Statistics, and an Enabler

So I suppose it’s a sign that I’ve managed to get myself knee deep in graduate school: I’m starting to do my own research.  It’s funny, despite the fact I teach a class on research methods I’m quickly finding out how little I really know about real research process.  Two methods courses and a statistics class notwithstanding none of my experience has been literal real world graduate caliber research.  I learn so much by application – I wish I could see how professors do their own research.  So as it stands I’m doing a lot of mimicking what books tell me and what I can discern are proper methods.  In less classier words, fake it until you [hope to] make it.  Thank God I found some help in an unexpected place: Survey Methods instructor Jane Burris.

I’ve begun to gather my own data for the Facebook project, with a formal DMI 1100 student random sampling and IRB’s blessing and all that jazz, and like any good researcher I of course find a couple hundred million questions I want to ask after my survey is released into the wild.  I made an ultimate newbie mistake too – turns out the ambiguous category on the form builder labeled “number of responses allowed” doesn’t pertain to individual respondents but how many people can respond to your survey period.  Cleared that one up this past week, I’m praying it doesn’t mar my response rate too badly.  The UIUC form builder is insufficient to perform real survey functions – it doesn’t support skip logic, use of visual aids, or partial response records.  In order to perform research at UIUC we have to use it, though.  The 20$ subscription to Survey Monkey for my convenience sample my senior year was leagues better, you’d think the university could afford something superior.  I know, I know, it’s probably like one LAS social science IT guy who gets tasked with that and 1800 other things.  So make it an assignment in a CS class, problem solved.

Here’s the interesting part to me, though.  I wouldn’t have been able to do any of this research if I didn’t happen to take a flexible methods course this semester with an amazingly helpful instructor: Jane Burris.  Not only is Jane not officially in sociology, but she doesn’t have any formal professorship standing – and she’s the best methods instructor I’ve had to date.  Why?  She guides the advanced students through whatever research they wish to do.  No contrived artificial projects on far away unrelated countries or pretend ethnographies on environments we all know too well – I was told to design my own survey, collect my own data, and work to analyze it for an eventual publication!  No other class in Sociology (that I know of) offers that kind of opportunity.  Thanks to Jane I’ve been able to not only start the Facebook Project, but start it with a little confidence about my methods.

There are drawbacks though.  I never really learned statistics. I mean sure, I can tell you about how to use and interpret a few statistical significance tests or even a little bit about linear or logarithmic regression.  But I have absolutely no idea how to employ which statistical tests to my own data.  In class we were taught the mechanics of a test, how to interpret the results – but not how and when to use it!  I’ve picked up some basics from the crosstabs and Pearon’s Chi-square material I teach in 380, but I want to know when I should isolate specific variables to determine a causal factor.  If I’m studying social capital and have all of these substantively defined concepts and conceptualized variables to represent this, how then do I take a statistics test and say something about them?  I’m not just talking oh look the median number of friends on Facebook – I’m talking about controlling for race and year in school to identify if gender alone significantly impacts the ways Facebook is used as a supplement to social capital!  We’re talking many variables that all intersect that I don’t know how to relate to one another with statistics in meaningful ways.  So enough complaining, I just wanted to give examples.  I’m hoping I can find a class or an individual who can tell me that Cronbach’s alpha would best illustrate the connections between my matrix of Facebook usage variables to say, perceptions on digital privacy.  So that is, designing a plan of analysis for my data.  I can coax a computer into doing the thuckethead statistics for me and check with a book to see what the results mean in technical terms.

A happy conclusion?  Jane has offered to help me sort through my data this summer.  I’m looking forward to seeing what results!