Skip to main content

The Book: The New Entries, Part 3

RankOccupationAverage SalaryChange from 2022
1IT Management CEO, CIO, CTO, VP, Dir.$163,526-0.8%
2Solutions Architect$157,7681.2%
3Program Analyst/Manager$148,1736.1%
4Principal Software Engineer*$145,206-5.3%
5Cyber Security Engineer / Architect*$140,565-3.4%
6Product Manager$129,814-6.7%
7MIS Manager*$124,774-5.5%
8Devops Engineer*$124,071-8.8%
9Systems Engineer$123,4372.2%
10Software Developer$123,0676.5%
11Cloud Architect / Engineer$122,509-15.8%
12Project Manager$121,1100.4%
13Back End Software Engineer**^^$121,037-6.3%
14Data Engineer$120,248-2.1%
15.NET Developer*$119,5514.8%
16Scrum Master*$118,149-0.6%
17Business / Management Consultant$113,583-2.5%
18Full Stack Developer$113,000-3.3%
19Data Scientist*$106,130-9.5%
20Database Administrator*$102,734-4.7%
21Business Analyst/Intelligence Analyst$102,4652.4%
22Network Engineer$100,1261.0%
23Application Support Engineer*$99,0212.1%
24Systems Analyst$96,913-0.9%
25Cyber Security Analyst$96,4510.1%
26UX/UI Designer$95,417-2.4%
27QA Engineer / Tester$95,288-1.4%
28Systems Administrator$94,59711.2%
29Technical Writer*$91,3022.3%
30Web Developer*$85,897-1.5%
31Technical Recruiter*$89,2783.9%
32Data Analyst$79,589-1.7%
33Computer / Mainframe Programmer*$78,402-18.2%
34Technical Support Engineer$75,019-2.9%
35Help Desk Technician / Computer or Desktop Support Specialist$58,5494.8%

How to write an original research paper (and get it published)
The purpose of the Journal of the Medical Library Association (JMLA) is more than just archiving data from librarian research. Our goal is to present research findings to end users in the most useful way. The “Knowledge Transfer” model, in its simplest form, has three components: creating the knowledge (doing the research), translating and transferring it to the user, and incorporating the knowledge into use. The JMLA is in the middle part, transferring and translating to the user. We, the JMLA, must obtain the information and knowledge from researchers and then work with them to present it in the most useable form. That means the information must be in a standard acceptable format and be easily readable.
There is a standard, preferred way to write an original research paper. For format, we follow the IMRAD structure. The acronym, IMRAD, stands for Introduction, Methods, Results And Discussion. IMRAD has dominated academic, scientific, and public health journals since the second half of the twentieth century. It is recommended in the “Uniform Requirements for Manuscripts Submitted to Biomedical Journals” []. The IMRAD structure helps to eliminate unnecessary detail and allows relevant information to be presented clearly in a logical sequence [, ].
Here are descriptions of the IMRAD sections, along with our comments and suggestions. If you use this guide for submission to another journal, be sure to check the publisher's prescribed formats.
The Introduction sets the stage for your presentation. It has three parts: what is known, what is unknown, and what your burning question, hypothesis, or aim is. Keep this section short, and write for a general audience (clear, concise, and as nontechnical as you can be). How would you explain to a distant colleague why and how you did the study? Take your readers through the three steps ending with your specific question. Emphasize how your study fills in the gaps (the unknown), and explicitly state your research question. Do not answer the research question. Remember to leave details, descriptions, speculations, and criticisms of other studies for the Discussion.
The Methods section gives a clear overview of what you did. Give enough information that your readers can evaluate the persuasiveness of your study. Describe the steps you took, as in a recipe, but be wary of too much detail. If you are doing qualitative research, explain how you picked your subjects to be representative.
You may want to break it into smaller sections with subheadings, for example, context: when, where, authority or approval, sample selection, data collection (how), follow-up, method of analysis. Cite a reference for commonly used methods or previously used methods rather than explaining all the details. Flow diagrams and tables can simplify explanations of methods.
You may use first person voice when describing your methods.
The Results section summarizes what the data show. Point out relationships, and describe trends. Avoid simply repeating the numbers that are already available in the tables and figures. Data should be restricted to tables as much as possible. Be the friendly narrator, and summarize the tables; do not write the data again in the text. For example, if you had a demographic table with a row of ages, and age was not significantly different among groups, your text could say, “The median age of all subjects was 47 years. There was no significant difference between groups (Table).” This is preferable to, “The mean age of group 1 was 48.6 (7.5) years and group 2 was 46.3 (5.8) years, a nonsignificant difference.”
Break the Results section into subsections, with headings if needed. Complement the information that is already in the tables and figures. And remember to repeat and highlight in the text only the most important numbers. Use the active voice in the Results section, and make it lively. Information about what you did belongs in the Methods section, not here. And reserve comments on the meaning of your results for the Discussion section.
Other tips to help you with the Results section:
  • If you need to cite the number in the text (not just in the table), and the total in the group is less than 50, do not include percentage. Write “7 of 34,” not “7 (21%).”
  • Do not forget, if you have multiple comparisons, you probably need adjustment. Ask your statistician if you are not sure.
The Discussion section gives you the most freedom. Most authors begin with a brief reiteration of what they did. Every author should restate the key findings and answer the question noted in the Introduction. Focus on what your data prove, not what you hoped they would prove. Start with “We found that…” (or something similar), and explain what the data mean. Anticipate your readers' questions, and explain why your results are of interest.
Then compare your results with other people's results. This is where that literature review you did comes in handy. Discuss how your findings support or challenge other studies.
You do not need every article from your literature review listed in your paper or reference list, unless you are writing a narrative review or systematic review. Your manuscript is not intended to be an exhaustive review of the topic. Do not provide a long review of the literature—discuss only previous work that is directly pertinent to your findings. Contrary to some beliefs, having a long list in the References section does not mean the paper is more scholarly; it does suggest the author is trying to look scholarly. (If your article is a systematic review, the citation list might be long.)
Don't overreach
Do not overreach your results. Finding a perceived knowledge need, for example, does not necessarily mean that library colleges must immediately overhaul their curricula and that it will improve health care and save lives and money (unless your data show that, in which case give us a chance to publish it!). You can say “has the potential to,” though.
Always note limitations that matter, not generic limitations.
Point out unanswered questions and future directions. Give the big-picture implications of your findings, and tell your readers why they should care. End with the main findings of your study, and do not travel too far from your data. Remember to give a final take-home message along with implications.
Notice that this format does not include a separate Conclusion section. The conclusion is built into the Discussion. For example, here is the last paragraph of the Discussion section in a recent NEJM article:
In conclusion, our trial did not show the hypothesized benefit [of the intervention] in patients…who were at high risk for complications.
However, a separate Conclusion section is usually appropriate for abstracts. Systematic reviews should have an Interpretation section.
Other parts of your research paper independent of IMRAD include:
Tables and figures are the foundation for your story. They are the story. Editors, reviewers, and readers usually look at titles, abstracts, and tables and figures first. Figures and tables should stand alone and tell a complete story. Your readers should not need to refer back to the main text.
Abstracts can be free-form or structured with subheadings. Always follow the format indicated by the publisher; the JMLA uses structured abstracts for research articles. The main parts of an abstract may include introduction (background, question or hypothesis), methods, results, conclusions, and implications. So begin your abstract with the background of your study, followed by the question asked. Next, give a quick summary of the methods used in your study. Key results come next with limited raw data if any, followed by the conclusion, which answers the questions asked (the take-home message).
  • Recommended order for writing a manuscript is first to start with your tables and figures. They tell your story. You can write your sections in any order. Many recommend writing your Results, followed by Methods, Introduction, Discussion, and Abstract.
  • We suggest authors read their manuscripts out loud to a group of librarians. Look for evidence of MEGO, “My Eyes Glaze Over” (attributed to Washington Post publisher Ben Bradlee and others). Modify as necessary.
  • Every single paragraph should be lucid.
  • Every paragraph should answer your readers' question, “Why are you telling me this?”
All sizes welcome
The JMLA welcomes all sizes of research manuscripts: definitive studies, preliminary studies, critical descriptive studies, and test-of-concept studies. We welcome brief reports and research letters. But the JMLA is more than a research journal. We also welcome case studies, commentaries, letters to the editor about articles, and subject reviews.
1. International Committee of Medical Journal Editors. Uniform requirements for manuscripts submitted to biomedical journals: writing and editing for biomedical publication. J Pharmacol Pharmacother. 2010 Jan;1(1):42–58. (Available from: < >. [cited 10 Nov 2014].) [PMC free article] [PubMed] []
2. Sollaci LB, Pereira MG. The introduction, methods, results, and discussion (IMRAD) structure: a fifty-year survey. J Med Lib Assoc. 2004 Jul;92(3):364–71. Correction in: J Med Lib Assoc. 2004. Oct;92(4):506. [PMC free article] [PubMed] []
3. Day RA. The origins of the scientific paper: the IMRAD format. Am Med Writers Assoc J. 1989;4(2):16–8. []

You should eat around 6 portions of carbohydrates a day, such as six slices of bread.

First impressions matter. We decide the level of trustworthiness and if we'll communicate, cooperate, or form close relationships with someone in a matter of several hundreds of milliseconds. Others make up their mind about you extremely quickly and if this is not a good image of you it's very hard for this to change. Chances are they'll stick to the same image of you forever, no matter what you do.

It is important to know that anti-depressants are normally useful only in the short term for severe depression. Taken from  the book 'Introducing Psychotherapy, A Graphic Guide.'

Psychiatric medicine causes brain alterations and if you quit them cold turkey, you may go crazy and your body may start failing you in one way or another. They are therefore addictive, minus the desire to regularly take them (with the exception of anxiolytics).

20% of the male population and 10% of the female population have engaged in sex with more than one partner at least one.

Fancy yourself a friendship? Post an ad asking for friendship on Facebook Dating! It's free!

Did you know that by law you are not obliged to take any medication, including psychiatric medicine?

Your doctor or a hospital cannot deny offering their services to you without a serious reason. 

If you feel anxious or stressed, getting some quiet time is a good option, too!

Know your rights! Know the Mental Health Act. Nobody is allowed to lock you in a psychiatric hospital unless you are a danger to yourself or others.

It's perfectly legal to threaten legal action if you have every right on your side! It's not a threat. Just don't overdo it or you might face harassment charges!

Poor John's previous doctor was supposed to withdraw him from a very bad medicine and she never did. Instead, she did reduce its dose and prescribed a good one (although she overprescribed), and then, she moved to the private sector and abandoned him. When no doctor would see him in the public sector and he was running out of medicine, she denied prescribing him his medicine.

Poor Adam was released from the psychiatric yard and by law there was an obligation to be seen by a psychiatrist and was never accepted to be seen to the point that he ran out of medicine. At that point, he killed himself.

Poor John was walking a lot out of boredom and because he loved to exercise and his psychiatrists thought(?) it was the side effects of his medication to blame, so they prescribed him and fed him 2 oversized pills and then one more of them for lots of years. The consequences were catastrophic; he was unable to poop.

Want to make new acquaintances to meet new people for dating or friendship or find fun activities to pass your time? Try Facebook events! Simply click on 'Events' on the left vertical menu on Facebook and select 'Date' and 'Location' and off you go!

You don't have to do everything by yourself. Learn to delegate tasks to others!

Girls mature much earlier than boys! An 18-year-old woman is not the same as an 18-year-old man, she is way more mature.

Who's new

  • UbvpwcMergo
  • KeithMof
  • azsstDiucK
  • WilliamVer
  • john Moyzakis
  • Blakeeagex
  • Williehex
  • RichardSok
  • Wbidficoisa
  • Kyliesuest
  • Montanavai
  • hkSuing
  • RogerKen
  • Montanawvf
  • ipsyLythile
  • Jamesgob
  • psyacoulgE
  • NancySairL
  • Karloswja
  • JessiePew
  • Karlosata
  • aJficoisa
  • KristinAbone
  • Karlosdde
  • psykhologccc
  • DengizaimyMt
  • Solon Papageorgiou

Made by Solon with -`♡´-