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Could MBTI be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 82687 results from 169 countries, results clustered into 7839 unique motivational patterns.

While both systems group people into "types", MBTI reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Psychological Wellbeing (by Carol D. Ryff)

Charts Correlation

VUCA

Critical value of the correlation coefficient

Normal distribution, by William Sealy Gosset (Student) r = 0.051

Non Normal distribution, by Spearman r = 0.0021

Show only results > r = 0.051

Distribution	Non Normal	Normal	Non Normal	Normal	Normal	Normal	Normal	Normal
All questions All questions 1) Autonomy (how much do you agree or disagree?) 2) Environmental mastery (how much do you agree or disagree?) 3) Personal growth (how much do you agree or disagree?) 4) Positive relations with others (how much do you agree or disagree?) 5) Purpose in life (how much do you agree or disagree?) 6) Self-acceptance (how much do you agree or disagree?)
1) Autonomy (how much do you agree or disagree?)
Answer 1	-	Weak negative -0.0655	Weak positive 0.0755	Weak negative -0.0423	Weak positive 0.0391	Weak negative -0.0384	Weak negative -0.0089	Weak positive 0.0405
Answer 2	-	Weak negative -0.0160	Weak negative -0.0415	Weak positive 0.0288	Weak positive 0.0374	Weak negative -0.0064	Weak negative -0.0381	Weak positive 0.0130
Answer 3	-	Weak positive 0.0435	Weak negative -0.0221	Weak positive 0.0088	Weak negative -0.0399	Weak negative -0.0042	Weak positive 0.0546	Weak negative -0.0243
Answer 4	-	Weak positive 0.0515	Weak negative -0.0103	Weak positive 0.0162	Weak negative -0.0012	Weak negative -0.0074	Weak negative -0.0523	Weak positive 0.0096
Answer 5	-	Weak negative -0.0030	Weak negative -0.0121	Weak negative -0.0122	Weak negative -0.0186	Weak positive 0.0740	Weak positive 0.0465	Weak negative -0.0751
Answer 6	-	Weak positive 0.0645	Weak negative -0.0337	Weak positive 0.0376	Weak negative -0.0353	Weak positive 0.0196	Weak negative -0.0136	Weak negative -0.0239
Answer 7	-	Weak positive 0.0034	Weak positive 0.0236	Weak negative -0.0280	Weak negative -0.0635	Weak positive 0.0130	Weak positive 0.0286	Weak positive 0.0291
Autonomy (how much do you agree or disagree?)
Answer 8	-	Weak positive 0.0112	Weak positive 0.0227	Weak positive 0.0271	Weak negative -0.0284	Weak negative -0.0360	Weak negative -0.0758	Weak positive 0.0833
Answer 9	-	Weak negative -0.0714	Weak negative -0.0039	Weak positive 0.0259	Weak positive 0.0527	Weak negative -0.0087	Weak positive 0.0060	Weak negative -0.0232
Answer 10	-	Weak negative -0.0382	Weak negative -0.0350	Weak negative -0.0601	Weak negative -0.0047	Weak positive 0.0114	Weak positive 0.0612	Weak positive 0.0400
Answer 11	-	Weak positive 0.0404	Weak positive 0.0313	Weak positive 0.0082	Weak negative -0.0028	Weak negative -0.0250	Weak positive 0.0142	Weak negative -0.0396
Answer 12	-	Weak positive 0.0390	Weak positive 0.0071	Weak negative -0.0506	Weak positive 0.0233	Weak positive 0.0482	Weak positive 0.0157	Weak negative -0.0677
Answer 13	-	Weak positive 0.0568	Weak negative -0.0307	Weak positive 0.0508	Weak negative -0.0623	Weak positive 0.0201	Weak negative -0.0096	Weak negative -0.0113
Answer 14	-	Weak positive 0.0542	Weak positive 0.0190	Weak negative -0.0022	Weak negative -0.0157	Weak positive 0.0170	Weak negative -0.0018	Weak negative -0.0432
Autonomy (how much do you agree or disagree?)
Answer 15	-	Weak positive 0.0573	Weak positive 0.0167	Weak positive 0.0318	Weak negative -0.0482	Weak positive 0.0429	Weak negative -0.0182	Weak negative -0.0498
Answer 16	-	Weak positive 0.0588	Weak positive 0.0142	Weak positive 0.0311	Weak positive 0.0282	Weak negative -0.0142	Weak negative -0.0311	Weak negative -0.0604
Answer 17	-	Weak negative -0.0181	Weak negative -0.0102	Weak negative -0.0325	Weak positive 0.0635	Weak positive 0.0137	Weak positive 0.0110	Weak negative -0.0407
Answer 18	-	Weak negative -0.0043	Weak positive 0.0174	Weak negative -0.0375	Weak negative -0.0168	Weak positive 0.0043	Weak negative -0.0018	Weak positive 0.0371
Answer 19	-	Weak positive 0.0126	Weak positive 0.0384	Weak negative -0.0245	Weak negative -0.0179	Weak negative -0.0209	Weak positive 0.0519	Weak negative -0.0170
Answer 20	-	Weak negative -0.0463	Weak negative -0.0389	Weak positive 0.0134	Weak positive 0.0076	Weak negative -0.0632	Weak positive 0.0334	Weak positive 0.0687
Answer 21	-	Weak negative -0.0471	Weak negative -0.0259	Weak positive 0.0246	Weak negative -0.0551	Weak positive 0.0493	Weak negative -0.0406	Weak positive 0.0650
Autonomy (how much do you agree or disagree?)
Answer 22	-	Weak negative -0.0348	Weak positive 0.0342	Weak positive 0.0108	Weak negative -0.0461	Weak negative -0.0164	Weak negative -0.0300	Weak positive 0.0770
Answer 23	-	Weak negative -0.0458	Weak negative -0.0128	Weak positive 0.0057	Weak positive 0.0029	Weak negative -0.0110	Weak positive 0.0009	Weak positive 0.0386
Answer 24	-	Weak positive 0.0494	Weak negative -0.0519	Weak negative -0.0033	Weak positive 0.0576	Weak negative -0.0234	Weak positive 0.0521	Weak negative -0.0742
Answer 25	-	Weak positive 0.0163	Weak positive 0.0207	Weak negative -0.0040	Weak negative -0.0066	Weak negative -0.0224	Weak negative -0.0125	Weak positive 0.0187
Answer 26	-	Weak negative -0.0042	Weak negative -0.0162	Weak negative -0.0201	Weak negative -0.0137	Weak positive 0.0741	Weak negative -0.0096	Weak negative -0.0197
Answer 27	-	Weak positive 0.0519	Weak positive 0.0203	Weak positive 0.0001	Weak positive 0.0174	Weak positive 0.0664	Weak negative -0.0131	Weak negative -0.1120
Answer 28	-	Weak positive 0.0411	Weak positive 0.0303	Weak negative -0.0076	Weak negative -0.0056	Weak negative -0.0150	Weak positive 0.0147	Weak negative -0.0308
Autonomy (how much do you agree or disagree?)
Answer 29	-	Weak positive 0.0859	Weak positive 0.0342	Weak negative -0.0039	Weak negative -0.0251	Weak positive 0.0288	Weak negative -0.0312	Weak negative -0.0496
Answer 30	-	Weak positive 0.0217	Weak negative -0.0245	Weak positive 0.0332	Weak negative -0.0534	Weak positive 0.0293	Weak positive 0.0081	Weak negative -0.0067
Answer 31	-	Weak negative -0.0235	Weak negative -0.0566	Weak negative -0.0132	Weak negative -0.0275	Weak positive 0.0387	Weak positive 0.0102	Weak positive 0.0395
Answer 32	-	Weak positive 0.0387	Weak positive 0.0386	Weak positive 0.0334	Weak positive 3.58E-5	Weak negative -0.0216	Weak negative -0.0211	Weak negative -0.0415
Answer 33	-	Weak negative -0.0103	Weak positive 0.0189	Weak negative -0.0131	Weak positive 0.0155	Weak positive 0.0317	Weak negative -0.0456	Weak positive 0.0002
Answer 34	-	Weak positive 0.0165	Weak negative -0.0325	Weak negative -0.0334	Weak positive 0.0118	Weak negative -0.0119	Weak positive 0.0529	Weak negative -0.0031
Answer 35	-	Weak negative -0.0848	Weak positive 0.0400	Weak negative -0.0005	Weak positive 0.0657	Weak negative -0.0763	Weak positive 0.0039	Weak positive 0.0331
Autonomy (how much do you agree or disagree?)
Answer 36	-	Weak positive 0.0855	Weak positive 0.0385	Weak negative -0.0108	Weak negative -0.0676	Weak positive 0.0680	Weak positive 0.0011	Weak negative -0.0668
Answer 37	-	Weak positive 0.0564	Weak positive 0.0216	Weak positive 0.0110	Weak positive 0.0049	Weak positive 0.0006	Weak negative -0.0118	Weak negative -0.0572
Answer 38	-	Weak negative -0.0630	Weak negative -0.0555	Weak negative -0.0158	Weak positive 0.0364	Weak positive 0.0597	Weak positive 0.0003	Weak negative -0.0069
Answer 39	-	Weak positive 0.0264	Weak negative -0.0216	Weak positive 0.0006	Weak negative -0.0208	Weak negative -0.0607	Weak positive 0.0281	Weak positive 0.0525
Answer 40	-	Weak negative -0.0380	Weak negative -0.0230	Weak negative -0.0001	Weak positive 0.0147	Weak negative -0.0197	Weak positive 0.0266	Weak positive 0.0230
Answer 41	-	Weak negative -0.0409	Weak negative -0.0153	Weak negative -0.0167	Weak positive 0.0450	Weak negative -0.0583	Weak positive 0.0074	Weak positive 0.0585
Answer 42	-	Weak negative -0.0204	Weak positive 0.0608	Weak positive 0.0329	Weak negative -0.0258	Weak negative -0.0019	Weak negative -0.0445	Weak positive 0.0087
Autonomy (how much do you agree or disagree?)
Answer 43	-	Weak negative -0.0484	Weak positive 0.0266	Weak positive 0.0547	Weak positive 0.0111	Weak negative -0.0657	Weak negative -0.0629	Weak positive 0.0718
Answer 44	-	Weak negative -0.0103	Weak negative -0.0411	Weak negative -0.0219	Weak positive 0.0174	Weak positive 0.0157	Weak positive 0.0557	Weak negative -0.0271
Answer 45	-	Weak negative -0.0097	Weak positive 0.0162	Weak negative -0.0406	Weak negative -0.0227	Weak positive 0.0487	Weak positive 0.0307	Weak negative -0.0219
Answer 46	-	Weak positive 0.0535	Weak negative -0.0121	Weak positive 0.0100	Weak negative -0.0188	Weak positive 0.0092	Weak positive 0.0125	Weak negative -0.0327
Answer 47	-	Weak positive 0.0357	Weak negative -0.0035	Weak negative -0.0210	Weak positive 0.0268	Weak positive 0.0082	Weak positive 0.0086	Weak negative -0.0425
Answer 48	-	Weak positive 0.0349	Weak positive 0.0245	Weak positive 0.0038	Weak negative -0.0023	Weak positive 0.0033	Weak negative -0.0426	Weak negative -0.0070
Answer 49	-	Weak positive 0.0345	Weak negative -0.0009	Weak negative -0.0212	Weak negative -0.0333	Weak positive 0.0309	Weak negative -0.0150	Weak positive 0.0109
2) Environmental mastery (how much do you agree or disagree?)
Answer 50	-	Weak negative -0.0553	Weak negative -0.0180	Weak positive 0.0096	Weak positive 0.0694	Weak negative -0.0310	Weak negative -0.1017	Weak positive 0.0859
Answer 51	-	Weak negative -0.0112	Weak negative -0.0067	Weak positive 0.0081	Weak negative -0.0224	Weak positive 0.0068	Weak positive 0.0307	Weak negative -0.0055
Answer 52	-	Weak positive 0.0293	Weak negative -0.0488	Weak negative -0.0053	Weak negative -0.0191	Weak negative -0.0104	Weak positive 0.0864	Weak negative -0.0290
Answer 53	-	Weak positive 0.0141	Weak positive 0.0053	Weak negative -0.0143	Weak negative -0.0113	Weak negative -0.0071	Weak negative -0.0144	Weak positive 0.0268
Answer 54	-	Weak positive 0.0186	Weak positive 0.0426	Weak positive 0.0048	Weak negative -0.0093	Weak positive 0.0166	Weak negative -0.0025	Weak negative -0.0448
Answer 55	-	Weak positive 0.0444	Weak positive 0.0085	Weak negative -0.0124	Weak negative -0.0131	Weak positive 0.0690	Weak positive 0.0067	Weak negative -0.0793
Answer 56	-	Weak positive 0.0134	Weak positive 0.1010	Weak negative -0.0057	Weak negative -0.0361	Weak negative -0.0146	Weak positive 0.0190	Weak negative -0.0341
Environmental mastery (how much do you agree or disagree?)
Answer 57	-	Weak positive 0.0629	Weak positive 0.0841	Weak positive 0.0519	Weak negative -0.0927	Weak positive 0.0165	Weak negative -0.0367	Weak negative -0.0305
Answer 58	-	Weak positive 0.0659	Weak positive 0.0285	Weak negative -0.0393	Weak negative -0.0302	Weak positive 0.0124	Weak positive 0.0736	Weak negative -0.0727
Answer 59	-	Weak negative -0.0120	Weak negative -0.0246	Weak positive 0.0248	Weak positive 0.0038	Weak negative -0.0127	Weak positive 0.0148	Weak positive 0.0006
Answer 60	-	Weak positive 0.0074	Weak negative -0.0293	Weak negative -0.0057	Weak negative -0.0047	Weak positive 0.0084	Weak positive 0.0046	Weak positive 0.0095
Answer 61	-	Weak positive 0.0065	Weak positive 0.0302	Weak positive 0.0072	Weak positive 0.0225	Weak negative -0.0137	Weak negative -0.0299	Weak negative -0.0114
Answer 62	-	Weak negative -0.0561	Weak negative -0.0767	Weak negative -0.0021	Weak positive 0.0061	Weak positive 0.0079	Weak positive 0.0154	Weak positive 0.0603
Answer 63	-	Weak negative -0.0567	Weak positive 0.0066	Weak negative -0.0235	Weak positive 0.0745	Weak negative -0.0146	Weak negative -0.0574	Weak positive 0.0388
Environmental mastery (how much do you agree or disagree?)
Answer 64	-	Weak positive 0.0621	Weak positive 0.0940	Weak positive 0.0316	Weak negative -0.0893	Weak positive 0.0176	Weak negative -0.0374	Weak negative -0.0224
Answer 65	-	Weak positive 0.0142	Weak positive 0.0631	Weak negative -0.0023	Weak negative -0.0335	Weak positive 0.0073	Weak positive 0.0280	Weak negative -0.0455
Answer 66	-	Weak positive 0.0501	Weak negative -0.0404	Weak positive 0.0037	Weak negative -0.0224	Weak positive 0.0217	Weak positive 0.0074	Weak negative -0.0126
Answer 67	-	Weak positive 0.0123	Weak positive 0.0459	Weak negative -0.0119	Weak negative -0.0236	Weak negative -0.0384	Weak positive 0.0412	Weak negative -0.0020
Answer 68	-	Weak negative -0.0521	Weak negative -0.0393	Weak negative -0.0053	Weak positive 0.0684	Weak positive 0.0032	Weak positive 0.0179	Weak negative -0.0220
Answer 69	-	Weak negative -0.0482	Weak negative -0.0601	Weak positive 0.0335	Weak positive 0.0134	Weak negative -0.0189	Weak negative -0.0177	Weak positive 0.0594
Answer 70	-	Weak negative -0.0350	Weak negative -0.0333	Weak negative -0.0442	Weak positive 0.0742	Weak positive 0.0064	Weak negative -0.0429	Weak positive 0.0363
Environmental mastery (how much do you agree or disagree?)
Answer 71	-	Weak positive 0.0022	Weak negative -0.0486	Weak negative -0.0009	Weak negative -0.0156	Weak positive 0.0319	Weak negative -0.0440	Weak positive 0.0507
Answer 72	-	Weak negative -0.0245	Weak negative -0.0642	Weak positive 0.0143	Weak positive 0.0546	Weak negative -0.0144	Weak negative -0.0414	Weak positive 0.0404
Answer 73	-	Weak positive 0.0074	Weak positive 0.0010	Weak negative -0.0111	Weak negative -0.0100	Weak positive 0.0109	Weak positive 0.0281	Weak negative -0.0205
Answer 74	-	Weak positive 0.0489	Weak positive 0.0521	Weak negative -0.0164	Weak negative -0.0257	Weak negative -0.0381	Weak positive 0.0353	Weak negative -0.0175
Answer 75	-	Weak negative -0.0322	Weak positive 0.0312	Weak negative -0.0122	Weak positive 0.0045	Weak positive 0.0064	Weak positive 0.0446	Weak negative -0.0363
Answer 76	-	Weak positive 0.0041	Weak positive 0.0691	Weak negative -0.0045	Weak negative -0.0074	Weak negative -0.0114	Weak positive 0.0201	Weak negative -0.0414
Answer 77	-	Weak positive 0.0122	Weak positive 0.0473	Weak positive 0.0377	Weak negative -0.0417	Weak positive 0.0063	Weak negative -0.0069	Weak negative -0.0309
Environmental mastery (how much do you agree or disagree?)
Answer 78	-	Weak positive 0.0336	Weak positive 0.0406	Weak positive 0.0432	Weak negative -0.0848	Weak negative -0.0476	Weak negative -0.0215	Weak positive 0.0607
Answer 79	-	Weak positive 0.0157	Weak positive 0.0523	Weak positive 0.0066	Weak negative -0.0410	Weak negative -0.0330	Weak positive 0.0270	Weak negative -0.0016
Answer 80	-	Weak positive 0.0239	Weak negative -0.0308	Weak positive 0.0177	Weak negative -0.0768	Weak positive 0.0248	Weak positive 0.0006	Weak positive 0.0410
Answer 81	-	Weak negative -0.0156	Weak positive 0.0124	Weak positive 0.0056	Weak negative -0.0375	Weak negative -0.0047	Weak positive 0.0385	Weak positive 0.0059
Answer 82	-	Weak negative -0.0405	Weak negative -0.0176	Weak positive 0.0147	Weak negative -0.0107	Weak positive 0.0043	Weak positive 0.0202	Weak positive 0.0129
Answer 83	-	Weak negative -0.0236	Weak negative -0.0584	Weak negative -0.0520	Weak positive 0.0419	Weak positive 0.0355	Weak positive 0.0532	Weak negative -0.0214
Answer 84	-	Weak positive 0.0080	Weak positive 0.0126	Weak negative -0.0163	Weak positive 0.1536	Weak positive 0.0063	Weak negative -0.1026	Weak negative -0.0682
Environmental mastery (how much do you agree or disagree?)
Answer 85	-	Weak negative -0.0326	Weak positive 0.0031	Weak positive 0.0015	Weak positive 0.1118	Weak negative -0.0001	Weak negative -0.1189	Weak positive 0.0080
Answer 86	-	Weak negative -0.0288	Weak negative -0.0511	Weak positive 0.0214	Weak negative -0.0119	Weak negative -0.0259	Weak positive 0.0694	Weak positive 0.0089
Answer 87	-	Weak positive 0.0010	Weak negative -0.0132	Weak negative -0.0209	Weak negative -0.0472	Weak positive 0.0188	Weak positive 0.0599	Weak positive 0.0067
Answer 88	-	Weak positive 0.0494	Weak positive 0.0113	Weak negative -0.0343	Weak negative -0.0663	Weak positive 0.0175	Weak positive 0.0189	Weak positive 0.0221
Answer 89	-	Weak positive 0.0519	Weak positive 0.0272	Weak positive 0.0493	Weak positive 0.0057	Weak negative -0.0426	Weak negative -0.0191	Weak negative -0.0414
Answer 90	-	Weak positive 0.0482	Weak positive 0.0397	Weak negative -0.0236	Weak negative -0.0350	Weak positive 0.0296	Weak positive 0.0005	Weak negative -0.0303
Answer 91	-	Weak negative -0.0432	Weak positive 0.0587	Weak negative -0.0069	Weak negative -0.0427	Weak positive 0.0295	Weak positive 0.0080	Weak positive 0.0023
Environmental mastery (how much do you agree or disagree?)
Answer 92	-	Weak positive 0.0500	Weak positive 0.0508	Weak positive 0.0217	Weak negative -0.1101	Weak positive 0.0294	Weak positive 0.0290	Weak negative -0.0246
Answer 93	-	Weak positive 0.0190	Weak positive 0.0434	Weak positive 0.0074	Weak negative -0.0406	Weak negative -0.0200	Weak positive 0.0033	Weak positive 0.0074
Answer 94	-	Weak positive 0.0265	Weak negative -0.0123	Weak negative -0.0056	Weak negative -0.0286	Weak positive 0.0023	Weak positive 0.0368	Weak negative -0.0085
Answer 95	-	Weak negative -0.0176	Weak negative -0.0118	Weak positive 0.0259	Weak positive 0.0105	Weak negative -0.0199	Weak positive 0.0146	Weak negative -0.0095
Answer 96	-	Weak negative -0.0075	Weak negative -0.0273	Weak negative -0.0092	Weak positive 0.0069	Weak negative -0.0034	Weak positive 0.0380	Weak negative -0.0008
Answer 97	-	Weak negative -0.0398	Weak negative -0.0326	Weak negative -0.0162	Weak positive 0.0430	Weak positive 0.0080	Weak negative -0.0229	Weak positive 0.0292
Answer 98	-	Weak negative -0.0272	Weak negative -0.0051	Weak negative -0.0161	Weak positive 0.0997	Weak positive 0.0046	Weak negative -0.0853	Weak positive 0.0017
3) Personal growth (how much do you agree or disagree?)
Answer 99	-	Weak negative -0.0468	Weak negative -0.1326	Weak positive 0.0008	Weak negative -0.0071	Weak negative -0.0283	Weak negative -0.0213	Weak positive 0.1635
Answer 100	-	Weak negative -0.0215	Weak positive 0.0668	Weak negative -0.0073	Weak positive 0.0450	Weak positive 0.0320	Weak positive 0.0238	Weak negative -0.1171
Answer 101	-	Weak positive 0.0785	Weak positive 0.0477	Weak negative -0.0061	Weak negative -0.0083	Weak positive 0.0234	Weak positive 0.0136	Weak negative -0.0971
Answer 102	-	Weak positive 0.0421	Weak positive 0.0746	Weak negative -0.0129	Weak negative -0.0367	Weak negative -0.0035	Weak negative -0.0055	Weak negative -0.0205
Answer 103	-	Weak positive 0.0036	Weak positive 0.0681	Weak positive 0.0229	Weak negative -0.0077	Weak negative -0.0235	Weak positive 0.0095	Weak negative -0.0444
Answer 104	-	Weak positive 0.0331	Weak positive 0.0054	Weak negative -0.0004	Weak negative -0.0160	Weak positive 0.0141	Weak positive 0.0113	Weak negative -0.0321
Answer 105	-	Weak positive 0.0314	Weak positive 0.0511	Weak positive 0.0358	Weak negative -0.0446	Weak negative -0.0244	Weak negative -0.0277	Weak positive 0.0108
Personal growth (how much do you agree or disagree?)
Answer 106	-	Weak negative -0.0105	Weak negative -0.0033	Weak positive 0.0145	Weak positive 0.0113	Weak negative -0.0074	Weak negative -0.0170	Weak positive 0.0056
Answer 107	-	Weak positive 0.0254	Weak positive 0.0409	Weak positive 0.0013	Weak positive 0.0222	Weak positive 0.0188	Weak negative -0.0443	Weak negative -0.0452
Answer 108	-	Weak positive 0.0261	Weak positive 0.0956	Weak negative -0.0209	Weak negative -0.0290	Weak positive 0.0138	Weak positive 0.0026	Weak negative -0.0470
Answer 109	-	Weak positive 0.1200	Weak positive 0.0284	Weak negative -0.0566	Weak negative -0.0216	Weak positive 0.0025	Weak positive 0.0022	Weak negative -0.0263
Answer 110	-	Weak positive 0.0323	Weak positive 0.0808	Weak negative -0.0017	Weak positive 0.0291	Weak negative -0.0123	Weak positive 0.0218	Weak negative -0.1074
Answer 111	-	Weak negative -0.0021	Weak positive 0.0378	Weak negative -0.0309	Weak positive 0.0125	Weak positive 0.0226	Weak positive 0.0967	Weak negative -0.1104
Answer 112	-	Weak negative -0.0758	Weak negative -0.1209	Weak positive 0.0446	Weak negative -0.0186	Weak negative -0.0191	Weak negative -0.0537	Weak positive 0.1681
Personal growth (how much do you agree or disagree?)
Answer 113	-	Weak positive 0.0453	Weak positive 0.0417	Weak positive 0.0379	Weak negative -0.0390	Weak negative -0.0023	Weak negative -0.0324	Weak negative -0.0173
Answer 114	-	Weak positive 0.0324	Weak positive 0.0677	Weak positive 0.0381	Weak negative -0.0481	Weak negative -0.0237	Weak negative -0.0315	Weak positive 0.0008
Answer 115	-	Weak positive 0.0208	Weak positive 0.1004	Weak negative -0.0025	Weak negative -0.0283	Weak positive 0.0132	Weak positive 0.0259	Weak negative -0.0822
Answer 116	-	Weak positive 0.0954	Weak positive 0.0348	Weak negative -0.0181	Weak negative -0.0112	Weak positive 0.0081	Weak negative -0.0371	Weak negative -0.0342
Answer 117	-	Weak positive 0.0841	Weak positive 0.0608	Weak negative -0.0433	Weak negative -0.0184	Weak positive 0.0271	Weak positive 0.0158	Weak negative -0.0775
Answer 118	-	Weak negative -0.0013	Weak negative -0.0289	Weak negative -0.0241	Weak negative -0.0547	Weak positive 0.0276	Weak positive 0.0688	Weak positive 0.0082
Answer 119	-	Weak negative -0.1225	Weak negative -0.1095	Weak positive 0.0211	Weak positive 0.0981	Weak negative -0.0334	Weak negative -0.0286	Weak positive 0.0903
Personal growth (how much do you agree or disagree?)
Answer 120	-	Weak negative -0.0532	Weak negative -0.0753	Weak negative -0.0198	Weak negative -0.0282	Weak negative -0.0095	Weak negative -0.0095	Weak positive 0.1434
Answer 121	-	Weak negative -0.0193	Weak positive 0.0279	Weak negative -0.0223	Weak positive 0.0518	Weak positive 0.0096	Weak positive 0.0187	Weak negative -0.0594
Answer 122	-	Weak positive 0.0261	Weak positive 0.0148	Weak negative -0.0081	Weak positive 0.0189	Weak positive 0.0550	Weak positive 0.0208	Weak negative -0.1097
Answer 123	-	Weak positive 0.0704	Weak positive 0.0544	Weak negative -0.0087	Weak positive 0.0011	Weak negative -0.0227	Weak negative -0.0231	Weak negative -0.0328
Answer 124	-	Weak positive 0.0332	Weak positive 0.0369	Weak positive 0.0442	Weak negative -0.0385	Weak negative -0.0017	Weak negative -0.0112	Weak negative -0.0328
Answer 125	-	Weak positive 0.0133	Weak positive 0.0637	Weak positive 0.0735	Weak negative -0.0182	Weak negative -0.0664	Weak positive 0.0370	Weak negative -0.0646
Answer 126	-	Weak positive 0.0739	Weak negative -0.0039	Weak positive 0.0800	Weak negative -0.0578	Weak negative -0.0091	Weak negative -0.0572	Weak negative -0.0004
Personal growth (how much do you agree or disagree?)
Answer 127	-	Weak positive 0.0439	Weak positive 0.0920	Weak positive 0.0570	Weak negative -0.0514	Weak negative -0.0103	Weak negative -0.0189	Weak negative -0.0574
Answer 128	-	Weak positive 0.0263	Weak positive 0.0299	Weak positive 0.0290	Weak positive 0.0137	Weak negative -0.0260	Weak negative -0.0364	Weak negative -0.0202
Answer 129	-	Weak positive 0.0514	Weak positive 0.0513	Weak positive 0.0142	Weak positive 0.0172	Weak positive 0.0337	Weak positive 0.0256	Weak negative -0.1510
Answer 130	-	Weak positive 0.0279	Weak positive 0.0218	Weak negative -0.0288	Weak negative -0.0398	Weak positive 0.0189	Weak positive 0.0466	Weak negative -0.0209
Answer 131	-	Weak positive 0.0500	Weak positive 0.0188	Weak negative -0.0535	Weak negative -0.0042	Weak positive 0.0027	Weak positive 0.0478	Weak negative -0.0363
Answer 132	-	Weak negative -0.0416	Weak negative -0.0719	Weak positive 0.0132	Weak negative -0.0048	Weak positive 0.0181	Weak positive 0.0134	Weak positive 0.0354
Answer 133	-	Weak negative -0.0955	Weak negative -0.0713	Weak negative -0.0186	Weak positive 0.0400	Weak negative -0.0353	Weak negative -0.0618	Weak positive 0.1692
Personal growth (how much do you agree or disagree?)
Answer 134	-	Weak positive 0.0190	Weak positive 0.0172	Weak positive 0.0117	Weak negative -0.0327	Weak positive 0.0007	Weak positive 0.0045	Weak negative -0.0041
Answer 135	-	Weak positive 0.0461	Weak positive 0.0949	Weak positive 0.0015	Weak negative -0.0132	Weak positive 0.0179	Weak negative -0.0335	Weak negative -0.0701
Answer 136	-	Weak positive 0.0284	Weak positive 0.0445	Weak negative -0.0006	Weak positive 0.0178	Weak negative -0.0206	Weak positive 0.0214	Weak negative -0.0639
Answer 137	-	Weak positive 0.0658	Weak positive 0.0458	Weak negative -0.0220	Weak negative -0.0265	Weak negative -0.0111	Weak negative -0.0053	Weak negative -0.0117
Answer 138	-	Weak positive 0.0289	Weak positive 0.0171	Weak positive 0.0121	Weak negative -0.0092	Weak negative -0.0441	Weak positive 0.0340	Weak negative -0.0161
Answer 139	-	Weak negative -0.0629	Weak negative -0.0344	Weak negative -0.0595	Weak positive 0.0309	Weak positive 0.0769	Weak positive 0.1007	Weak negative -0.0743
Answer 140	-	Weak negative -0.0409	Weak negative -0.0753	Weak positive 0.0421	Weak positive 0.0085	Weak negative -0.0294	Weak negative -0.0856	Weak positive 0.1300
Personal growth (how much do you agree or disagree?)
Answer 141	-	Weak negative -0.0820	Weak negative -0.0881	Weak positive 0.0476	Weak negative -0.0335	Weak negative -0.0253	Weak negative -0.0488	Weak positive 0.1667
Answer 142	-	Weak positive 0.0092	Weak negative -0.0090	Weak negative -0.0135	Weak positive 0.0105	Weak positive 0.0192	Weak positive 0.0346	Weak negative -0.0509
Answer 143	-	Weak positive 0.0416	Weak positive 0.0723	Weak negative -0.0432	Weak positive 0.0679	Weak negative -0.0185	Weak positive 0.0374	Weak negative -0.1139
Answer 144	-	Weak positive 0.0574	Weak positive 0.0352	Weak negative -0.0203	Weak positive 2.25E-5	Weak positive 0.0045	Weak positive 0.0023	Weak negative -0.0457
Answer 145	-	Weak positive 0.0201	Weak positive 0.0201	Weak positive 0.0188	Weak positive 0.0287	Weak positive 0.0101	Weak positive 0.0081	Weak negative -0.0872
Answer 146	-	Weak positive 0.0140	Weak positive 0.0711	Weak negative -0.0319	Weak negative -0.0484	Weak positive 0.0623	Weak negative -0.0061	Weak negative -0.0321
Answer 147	-	Weak positive 0.0648	Weak positive 0.0499	Weak positive 0.0060	Weak negative -0.0276	Weak negative -0.0156	Weak negative -0.0135	Weak negative -0.0221
4) Positive relations with others (how much do you agree or disagree?)
Answer 148	-	Weak positive 0.0346	Weak negative -0.0856	Weak negative -0.0078	Weak positive 0.0063	Weak positive 0.0268	Weak negative -0.0678	Weak positive 0.0657
Answer 149	-	Weak negative -0.0830	Weak negative -0.0668	Weak negative -0.0274	Weak negative -0.0121	Weak positive 0.0667	Weak positive 0.0259	Weak positive 0.0438
Answer 150	-	Weak negative -0.0421	Weak positive 0.0484	Weak positive 0.0002	Weak positive 0.0244	Weak negative -0.0025	Weak positive 0.0450	Weak negative -0.0648
Answer 151	-	Weak positive 0.0905	Weak positive 0.0698	Weak negative -0.0378	Weak negative -0.0010	Weak negative -0.0579	Weak positive 0.0219	Weak negative -0.0316
Answer 152	-	Weak positive 0.0240	Weak positive 0.0863	Weak positive 0.0672	Weak negative -0.0189	Weak negative -0.0598	Weak positive 0.0206	Weak negative -0.0694
Answer 153	-	Weak positive 0.0538	Weak positive 0.0603	Weak positive 0.0704	Weak negative -0.0216	Weak negative -0.0821	Weak negative -0.0144	Weak negative -0.0207
Answer 154	-	Weak positive 0.0155	Weak positive 0.1159	Weak positive 0.0360	Weak positive 0.0088	Weak negative -0.0515	Weak negative -0.0250	Weak negative -0.0509
Positive relations with others (how much do you agree or disagree?)
Answer 155	-	Weak positive 0.0191	Weak negative -0.0472	Weak positive 0.0425	Weak positive 0.0230	Weak positive 0.0310	Weak negative -0.0981	Weak positive 0.0145
Answer 156	-	Weak negative -0.0321	Weak negative -0.0625	Weak negative -0.0531	Weak negative -0.0033	Weak positive 0.0485	Weak positive 0.0147	Weak positive 0.0470
Answer 157	-	Weak positive 0.0234	Weak negative -0.0271	Weak negative -0.0371	Weak negative -0.0104	Weak positive 0.0251	Weak positive 0.0528	Weak negative -0.0247
Answer 158	-	Weak positive 0.0018	Weak positive 0.0556	Weak positive 0.0164	Weak negative -0.0214	Weak negative -0.0629	Weak positive 0.0348	Weak negative -0.0009
Answer 159	-	Weak positive 0.0132	Weak positive 0.0672	Weak positive 0.0217	Weak negative -0.0087	Weak negative -0.0247	Weak positive 0.0258	Weak negative -0.0575
Answer 160	-	Weak negative -0.0125	Weak positive 0.1058	Weak positive 0.0320	Weak positive 0.0236	Weak negative -0.0874	Weak negative -0.0022	Weak negative -0.0211
Answer 161	-	Weak negative -0.0271	Weak positive 0.0623	Weak positive 0.0303	Weak negative -0.0066	Weak negative -0.0354	Weak positive 0.0060	Weak negative -0.0127
Positive relations with others (how much do you agree or disagree?)
Answer 162	-	Weak positive 0.0453	Weak positive 0.0741	Weak positive 0.0294	Weak negative -0.0147	Weak negative -0.0353	Weak negative -0.0422	Weak negative -0.0174
Answer 163	-	Weak positive 0.0184	Weak positive 0.1046	Weak positive 0.0278	Weak positive 0.0111	Weak negative -0.0606	Weak negative -0.0039	Weak negative -0.0543
Answer 164	-	Weak negative -0.0126	Weak positive 0.0081	Weak positive 0.0088	Weak positive 0.0165	Weak positive 0.0309	Weak positive 0.0081	Weak negative -0.0571
Answer 165	-	Weak positive 0.0375	Weak positive 0.0020	Weak positive 0.0078	Weak negative -0.0533	Weak negative -0.0007	Weak negative -0.0003	Weak positive 0.0230
Answer 166	-	Weak negative -0.0128	Weak positive 0.0095	Weak negative -0.0241	Weak negative -0.0073	Weak positive 0.0294	Weak positive 0.0481	Weak negative -0.0370
Answer 167	-	Weak positive 0.0061	Weak negative -0.0575	Weak positive 0.0124	Weak negative -0.0399	Weak positive 0.0058	Weak positive 0.0281	Weak positive 0.0314
Answer 168	-	Weak negative -0.0562	Weak negative -0.0947	Weak negative -0.0473	Weak positive 0.0635	Weak positive 0.0226	Weak negative -0.0323	Weak positive 0.0799
Positive relations with others (how much do you agree or disagree?)
Answer 169	-	Weak positive 0.0153	Weak positive 0.0869	Weak positive 0.0242	Weak negative -0.0868	Weak positive 0.0019	Weak negative -0.0175	Weak positive 0.0114
Answer 170	-	Weak positive 0.0157	Weak negative -0.0132	Weak positive 0.0203	Weak negative -0.0760	Weak positive 0.0139	Weak negative -0.0048	Weak positive 0.0448
Answer 171	-	Weak positive 0.0416	Weak positive 0.0361	Weak positive 0.0005	Weak negative -0.0801	Weak positive 0.0129	Weak positive 0.0331	Weak negative -0.0122
Answer 172	-	Weak positive 0.0700	Weak negative -0.0049	Weak positive 0.0007	Weak negative -0.0575	Weak positive 0.0061	Weak negative -0.0015	Weak positive 0.0113
Answer 173	-	Weak negative -0.0171	Weak negative -0.0191	Weak negative -0.0229	Weak positive 0.0239	Weak positive 0.0177	Weak positive 0.0229	Weak negative -0.0157
Answer 174	-	Weak positive 0.0183	Weak negative -0.0250	Weak negative -0.0060	Weak negative -0.0063	Weak negative -0.0194	Weak positive 0.0479	Weak negative -0.0058
Answer 175	-	Weak negative -0.0949	Weak negative -0.0262	Weak negative -0.0080	Weak positive 0.1750	Weak negative -0.0167	Weak negative -0.0615	Weak negative -0.0200
Positive relations with others (how much do you agree or disagree?)
Answer 176	-	Weak negative -0.0140	Weak negative -0.0630	Weak negative -0.0083	Weak positive 0.0341	Weak positive 0.0531	Weak negative -0.0264	Weak negative -0.0049
Answer 177	-	Weak negative -0.0102	Weak negative -0.0260	Weak negative -0.0035	Weak positive 0.0197	Weak negative -0.0058	Weak positive 0.0137	Weak positive 0.0005
Answer 178	-	Weak negative -0.0089	Weak positive 0.0296	Weak positive 0.0093	Weak negative -0.0360	Weak negative -0.0363	Weak positive 0.0613	Weak negative -0.0043
Answer 179	-	Weak positive 0.0405	Weak positive 0.0470	Weak positive 0.0048	Weak negative -0.0134	Weak negative -0.0447	Weak negative -0.0140	Weak positive 0.0092
Answer 180	-	Weak positive 0.0243	Weak negative -0.0007	Weak negative -0.0266	Weak negative -0.0419	Weak positive 0.0327	Weak positive 0.0002	Weak positive 0.0156
Answer 181	-	Weak negative -0.0140	Weak positive 0.1122	Weak positive 0.0046	Weak positive 0.0268	Weak positive 0.0106	Weak negative -0.0487	Weak negative -0.0638
Answer 182	-	Weak positive 0.0148	Weak positive 0.0289	Weak positive 0.0356	Weak negative -0.0607	Weak negative -0.0577	Weak positive 0.0001	Weak positive 0.0588
Positive relations with others (how much do you agree or disagree?)
Answer 183	-	Weak positive 0.0590	Weak positive 0.0707	Weak positive 0.0082	Weak negative -0.0426	Weak positive 0.0493	Weak negative -0.0506	Weak negative -0.0528
Answer 184	-	Weak positive 0.0124	Weak positive 0.0130	Weak positive 0.0273	Weak negative -0.0587	Weak negative -0.0054	Weak positive 0.0460	Weak negative -0.0186
Answer 185	-	Weak positive 0.0249	Weak negative -0.0277	Weak negative -0.0567	Weak positive 0.0131	Weak negative -0.0337	Weak positive 0.0734	Weak positive 0.0123
Answer 186	-	Weak positive 0.0066	Weak positive 0.0428	Weak negative -0.0075	Weak negative -0.0205	Weak negative -0.0374	Weak positive 0.0056	Weak positive 0.0254
Answer 187	-	Weak positive 0.0075	Weak negative -0.0081	Weak positive 0.0171	Weak negative -0.0309	Weak positive 0.0065	Weak positive 0.0700	Weak negative -0.0492
Answer 188	-	Weak negative -0.0035	Weak negative -0.0336	Weak positive 0.0102	Weak positive 0.0067	Weak positive 0.0421	Weak negative -0.0251	Weak negative -0.0110
Answer 189	-	Weak negative -0.0763	Weak negative -0.0379	Weak positive 0.0022	Weak positive 0.0901	Weak negative -0.0205	Weak negative -0.0720	Weak positive 0.0628
Positive relations with others (how much do you agree or disagree?)
Answer 190	-	Weak positive 0.0137	Weak negative -0.0524	Weak negative -0.0332	Weak positive 0.0302	Weak positive 0.0602	Weak negative -0.0562	Weak positive 0.0127
Answer 191	-	Weak negative -0.0401	Weak negative -0.0290	Weak positive 0.0033	Weak negative -0.0015	Weak positive 0.0027	Weak positive 0.0619	Weak negative -0.0104
Answer 192	-	Weak negative -0.0380	Weak positive 0.0100	Weak positive 0.0433	Weak positive 0.0089	Weak negative -0.0577	Weak positive 0.0317	Weak negative -0.0021
Answer 193	-	Weak positive 0.0670	Weak positive 0.0851	Weak negative -0.0024	Weak negative -0.0273	Weak negative -0.0537	Weak negative -0.0084	Weak negative -0.0107
Answer 194	-	Weak positive 0.0128	Weak positive 0.0329	Weak negative -0.0275	Weak negative -0.0269	Weak negative -0.0004	Weak positive 0.0460	Weak negative -0.0166
Answer 195	-	Weak positive 0.0166	Weak positive 0.0472	Weak positive 0.0101	Weak positive 0.0027	Weak negative -0.0045	Weak negative -0.0538	Weak negative -1.04E-5
Answer 196	-	Weak positive 0.0085	Weak positive 0.0283	Weak positive 0.0507	Weak negative -0.0532	Weak negative -0.0157	Weak negative -0.0347	Weak positive 0.0303
5) Purpose in life (how much do you agree or disagree?)
Answer 197	-	Weak negative -0.0526	Weak negative -0.0296	Weak positive 0.0233	Weak positive 0.1838	Weak negative -0.0467	Weak negative -0.1255	Weak positive 0.0028
Answer 198	-	Weak negative -0.0033	Weak negative -0.0240	Weak negative -0.0226	Weak negative -0.0399	Weak positive 0.0051	Weak positive 0.0671	Weak positive 0.0165
Answer 199	-	Weak positive 0.0152	Weak negative -0.0262	Weak positive 0.0130	Weak negative -0.1198	Weak positive 0.0867	Weak positive 0.0462	Weak negative -0.0115
Answer 200	-	Weak positive 0.0729	Weak positive 0.0749	Weak negative -0.0351	Weak negative -0.0842	Weak negative -0.0208	Weak positive 0.0376	Weak positive 0.0074
Answer 201	-	Weak positive 0.0191	Weak positive 0.0014	Weak positive 0.0171	Weak negative -0.0433	Weak negative -0.0263	Weak positive 0.0412	Weak positive 0.0016
Answer 202	-	Weak negative -0.0083	Weak positive 0.0182	Weak negative -0.0163	Weak negative -0.0144	Weak positive 0.0332	Weak positive 0.0148	Weak negative -0.0192
Answer 203	-	Weak positive 0.0338	Weak positive 0.1260	Weak positive 0.0137	Weak negative -0.0577	Weak negative -0.0207	Weak positive 0.0026	Weak negative -0.0398
Purpose in life (how much do you agree or disagree?)
Answer 204	-	Weak positive 0.0791	Weak positive 0.0589	Weak negative -0.0156	Weak negative -0.1106	Weak positive 0.0192	Weak negative -0.0003	Weak positive 0.0179
Answer 205	-	Weak positive 0.0574	Weak positive 0.0331	Weak negative -0.0113	Weak negative -0.1566	Weak positive 0.0183	Weak positive 0.0043	Weak positive 0.0860
Answer 206	-	Weak positive 0.0003	Weak negative -0.0271	Weak positive 0.0045	Weak negative -0.0746	Weak positive 0.0310	Weak positive 0.0289	Weak positive 0.0301
Answer 207	-	Weak positive 0.0164	Weak positive 0.0201	Weak negative -0.0340	Weak negative -0.0270	Weak negative -0.0267	Weak positive 0.0192	Weak positive 0.0430
Answer 208	-	Weak negative -0.0011	Weak negative -0.0118	Weak negative -0.0102	Weak positive 0.0178	Weak positive 0.0080	Weak positive 0.0414	Weak negative -0.0448
Answer 209	-	Weak negative -0.0449	Weak negative -0.0725	Weak positive 0.0039	Weak positive 0.0389	Weak positive 0.0071	Weak positive 0.0404	Weak negative -0.0071
Answer 210	-	Weak negative -0.0464	Weak positive 0.0270	Weak positive 0.0366	Weak positive 0.1758	Weak negative -0.0381	Weak negative -0.0990	Weak negative -0.0719
Purpose in life (how much do you agree or disagree?)
Answer 211	-	Weak negative -0.0447	Weak negative -0.0555	Weak positive 0.0785	Weak positive 0.1132	Weak negative -0.0467	Weak negative -0.1255	Weak positive 0.0344
Answer 212	-	Weak negative -0.0407	Weak negative -0.0222	Weak negative -0.0101	Weak positive 0.0152	Weak negative -0.0148	Weak positive 0.0429	Weak positive 0.0124
Answer 213	-	Weak positive 0.0263	Weak negative -0.0025	Weak negative -0.0377	Weak negative -0.0820	Weak positive 0.0491	Weak positive 0.0454	Weak positive 0.0115
Answer 214	-	Weak positive 0.0477	Weak positive 0.0742	Weak negative -0.0731	Weak negative -0.0222	Weak positive 0.0051	Weak negative -0.0043	Weak positive 0.0072
Answer 215	-	Weak positive 0.0586	Weak positive 0.0405	Weak positive 0.0031	Weak negative -0.0512	Weak positive 0.0223	Weak positive 0.0408	Weak negative -0.0722
Answer 216	-	Weak positive 0.0100	Weak positive 0.0162	Weak negative -0.0026	Weak negative -0.0128	Weak positive 0.0146	Weak positive 0.0444	Weak negative -0.0509
Answer 217	-	Weak positive 0.0247	Weak positive 0.0388	Weak negative -0.0115	Weak negative -0.0807	Weak positive 0.0202	Weak positive 0.0557	Weak negative -0.0178
Purpose in life (how much do you agree or disagree?)
Answer 218	-	Weak negative -0.0720	Weak negative -0.0507	Weak positive 0.0856	Weak positive 0.1311	Weak negative -0.0419	Weak negative -0.0757	Weak negative -0.0220
Answer 219	-	Weak negative -0.0161	Weak positive 0.0184	Weak negative -0.0422	Weak negative -0.0201	Weak negative -0.0078	Weak positive 0.0249	Weak positive 0.0425
Answer 220	-	Weak negative -0.0098	Weak positive 0.0003	Weak negative -0.0072	Weak positive 0.0104	Weak positive 0.0015	Weak positive 0.0276	Weak negative -0.0202
Answer 221	-	Weak positive 0.0769	Weak positive 0.0363	Weak negative -0.0354	Weak negative -0.0833	Weak positive 0.0402	Weak negative -0.0024	Weak positive 0.0026
Answer 222	-	Weak positive 0.0317	Weak positive 0.0021	Weak positive 0.0172	Weak negative -0.0944	Weak positive 0.0189	Weak positive 0.0602	Weak negative -0.0168
Answer 223	-	Weak positive 0.0239	Weak negative -0.0201	Weak negative -0.0402	Weak negative -0.0039	Weak positive 0.0265	Weak positive 0.0147	Weak positive 0.0006
Answer 224	-	Weak positive 0.0333	Weak positive 0.0451	Weak negative -0.0267	Weak negative -0.0349	Weak negative -0.0028	Weak negative -0.0016	Weak positive 0.0132
Purpose in life (how much do you agree or disagree?)
Answer 225	-	Weak positive 0.0426	Weak positive 0.0874	Weak positive 0.0161	Weak negative -0.0648	Weak negative -0.0057	Weak negative -0.0019	Weak negative -0.0226
Answer 226	-	Weak positive 0.0919	Weak positive 0.0435	Weak negative -0.0198	Weak negative -0.0518	Weak positive 0.0361	Weak negative -4.09E-5	Weak negative -0.0508
Answer 227	-	Weak negative -0.0281	Weak positive 0.0040	Weak negative -0.0430	Weak negative -0.0238	Weak positive 0.0468	Weak positive 0.0516	Weak negative -0.0085
Answer 228	-	Weak positive 0.0061	Weak positive 0.0272	Weak negative -0.0050	Weak negative -0.0074	Weak negative -0.0199	Weak positive 0.0464	Weak negative -0.0319
Answer 229	-	Weak negative -0.0042	Weak negative -0.0131	Weak positive 0.0027	Weak negative -0.0162	Weak negative -0.0575	Weak positive 0.0226	Weak positive 0.0576
Answer 230	-	Weak negative -0.0179	Weak negative -0.0642	Weak positive 0.0032	Weak positive 0.0361	Weak positive 0.0290	Weak positive 0.0171	Weak negative -0.0270
Answer 231	-	Weak negative -0.0565	Weak negative -0.0387	Weak positive 0.0345	Weak positive 0.0763	Weak negative -0.0327	Weak negative -0.0934	Weak positive 0.0621
Purpose in life (how much do you agree or disagree?)
Answer 232	-	Weak positive 0.0165	Weak positive 0.0301	Weak positive 0.0072	Weak negative -0.0178	Weak negative -0.0141	Weak positive 0.0018	Weak negative -0.0078
Answer 233	-	Weak negative -0.0061	Weak positive 0.0288	Weak positive 0.0050	Weak negative -0.0101	Weak negative -0.0327	Weak negative -0.0071	Weak positive 0.0274
Answer 234	-	Weak positive 0.0140	Weak negative -0.0484	Weak positive 0.0101	Weak negative -0.0331	Weak negative -0.0107	Weak negative -0.0068	Weak positive 0.0633
Answer 235	-	Weak positive 0.0337	Weak positive 0.0789	Weak positive 0.0232	Weak negative -0.0022	Weak negative -0.0144	Weak negative -0.0318	Weak negative -0.0474
Answer 236	-	Weak negative -0.0013	Weak positive 0.0471	Weak negative -0.0433	Weak negative -0.0070	Weak positive 0.0142	Weak positive 0.0556	Weak negative -0.0425
Answer 237	-	Weak negative -0.0544	Weak negative -0.0369	Weak negative -0.0508	Weak positive 0.0269	Weak positive 0.0517	Weak positive 0.0353	Weak negative -0.0050
Answer 238	-	Weak positive 0.0097	Weak negative -0.0482	Weak positive 0.0354	Weak positive 0.0149	Weak negative -0.0082	Weak negative -0.0296	Weak positive 0.0113
Purpose in life (how much do you agree or disagree?)
Answer 239	-	Weak negative -0.0143	Weak positive 0.0843	Weak positive 0.0332	Weak negative -0.0116	Weak positive 0.0039	Weak negative -0.0080	Weak negative -0.0590
Answer 240	-	Weak positive 0.0893	Weak negative -0.0054	Weak positive 0.0210	Weak negative -0.0200	Weak negative -0.0331	Weak positive 0.0279	Weak negative -0.0425
Answer 241	-	Weak negative -0.0126	Weak positive 0.0187	Weak negative -0.0147	Weak positive 0.0103	Weak positive 0.0425	Weak positive 0.0409	Weak negative -0.0780
Answer 242	-	Weak positive 0.0411	Weak positive 0.0405	Weak negative -0.0451	Weak negative -0.0357	Weak negative -0.0520	Weak positive 0.0318	Weak positive 0.0449
Answer 243	-	Weak negative -0.0431	Weak negative -0.0069	Weak negative -0.0523	Weak positive 0.0267	Weak positive 0.0437	Weak positive 0.0176	Weak negative -0.0035
Answer 244	-	Weak negative -0.0401	Weak negative -0.0730	Weak positive 0.0238	Weak negative -0.0258	Weak positive 0.0217	Weak negative -0.0049	Weak positive 0.0586
Answer 245	-	Weak negative -0.0199	Weak negative -0.0279	Weak positive 0.0260	Weak positive 0.0450	Weak negative -0.0233	Weak negative -0.0870	Weak positive 0.0595
6) Self-acceptance (how much do you agree or disagree?)
Answer 246	-	Weak positive 0.0235	Weak positive 0.0981	Weak positive 0.0037	Weak negative -0.0434	Weak positive 0.0217	Weak negative -0.0198	Weak negative -0.0420
Answer 247	-	Weak positive 0.0276	Weak positive 0.0606	Weak positive 0.0269	Weak positive 0.0133	Weak negative -0.0788	Weak positive 0.0774	Weak negative -0.0825
Answer 248	-	Weak positive 0.0315	Weak negative -0.0068	Weak negative -0.0119	Weak positive 0.0268	Weak positive 0.0550	Weak negative -0.0135	Weak negative -0.0718
Answer 249	-	Weak positive 0.0012	Weak positive 0.0011	Weak negative -0.0421	Weak negative -0.0212	Weak negative -0.0170	Weak negative -0.0053	Weak positive 0.0764
Answer 250	-	Weak negative -0.0320	Weak negative -0.0038	Weak negative -0.0035	Weak positive 0.0062	Weak negative -0.0199	Weak positive 0.0423	Weak positive 0.0033
Answer 251	-	Weak negative -0.0145	Weak negative -0.0672	Weak negative -0.0072	Weak positive 0.0119	Weak positive 0.0125	Weak positive 0.0394	Weak positive 0.0042
Answer 252	-	Weak negative -0.0319	Weak negative -0.0481	Weak positive 0.0228	Weak negative -0.0054	Weak positive 0.0185	Weak negative -0.0996	Weak positive 0.0992
Self-acceptance (how much do you agree or disagree?)
Answer 253	-	Weak negative -0.0590	Weak negative -0.0503	Weak positive 0.0416	Weak positive 0.0316	Weak positive 0.0104	Weak negative -0.1025	Weak positive 0.0761
Answer 254	-	Weak negative -0.0244	Weak negative -0.0607	Weak negative -0.0044	Weak positive 0.0086	Weak positive 0.0113	Weak positive 0.0348	Weak positive 0.0132
Answer 255	-	Weak positive 0.0182	Weak negative -0.0158	Weak negative -0.0591	Weak negative -0.0469	Weak positive 0.0248	Weak positive 0.0781	Weak positive 0.0046
Answer 256	-	Weak positive 0.0256	Weak positive 0.0413	Weak negative -0.0375	Weak negative -0.0272	Weak negative -0.0127	Weak positive 0.0443	Weak negative -0.0092
Answer 257	-	Weak positive 0.0627	Weak positive 0.0511	Weak negative -0.0111	Weak positive 0.0249	Weak positive 0.0068	Weak negative -0.0194	Weak negative -0.0778
Answer 258	-	Weak negative -0.0060	Weak positive 0.0482	Weak positive 0.0452	Weak positive 0.0371	Weak negative -0.0709	Weak positive 0.0015	Weak negative -0.0363
Answer 259	-	Weak positive 0.0502	Weak positive 0.1006	Weak positive 0.0275	Weak negative -0.0591	Weak positive 0.0099	Weak negative -0.0255	Weak negative -0.0478
Self-acceptance (how much do you agree or disagree?)
Answer 260	-	Weak positive 0.0636	Weak positive 0.0995	Weak positive 0.0116	Weak negative -0.0689	Weak positive 0.0215	Weak negative -0.0087	Weak negative -0.0584
Answer 261	-	Weak negative -0.0158	Weak positive 0.0475	Weak negative -0.0175	Weak positive 0.0031	Weak negative -0.0144	Weak positive 0.0513	Weak negative -0.0327
Answer 262	-	Weak positive 0.0589	Weak positive 0.0071	Weak negative -0.0350	Weak positive 0.0080	Weak positive 0.0615	Weak negative -0.0193	Weak negative -0.0666
Answer 263	-	Weak negative -0.0033	Weak negative -0.0054	Weak negative -0.0291	Weak positive 0.0062	Weak negative -0.0169	Weak positive 0.0055	Weak positive 0.0373
Answer 264	-	Weak negative -0.0056	Weak negative -0.0169	Weak negative -0.0014	Weak negative -0.0008	Weak negative -0.0549	Weak positive 0.0534	Weak positive 0.0216
Answer 265	-	Weak negative -0.0288	Weak negative -0.0692	Weak positive 0.0268	Weak negative -0.0164	Weak negative -0.0221	Weak positive 0.0864	Weak positive 0.0019
Answer 266	-	Weak negative -0.0508	Weak negative -0.0471	Weak positive 0.0360	Weak positive 0.0527	Weak positive 0.0158	Weak negative -0.1399	Weak positive 0.0831
Self-acceptance (how much do you agree or disagree?)
Answer 267	-	Weak negative -0.0483	Weak negative -0.0272	Weak positive 0.0502	Weak positive 0.0913	Weak negative -0.0339	Weak negative -0.1243	Weak positive 0.0495
Answer 268	-	Weak negative -0.0307	Weak negative -0.0464	Weak negative -0.0049	Weak negative -0.0141	Weak negative -0.0135	Weak positive 0.0661	Weak positive 0.0240
Answer 269	-	Weak positive 0.0093	Weak negative -0.0122	Weak negative -0.0293	Weak positive 0.0013	Weak positive 0.0314	Weak negative -0.0077	Weak positive 0.0045
Answer 270	-	Weak positive 0.0059	Weak positive 0.0663	Weak negative -0.0492	Weak negative -0.0494	Weak positive 0.0181	Weak positive 0.0487	Weak negative -0.0097
Answer 271	-	Weak positive 0.0647	Weak negative -0.0082	Weak negative -0.0221	Weak negative -0.0401	Weak positive 0.0216	Weak positive 0.0559	Weak negative -0.0487
Answer 272	-	Weak positive 0.0468	Weak positive 0.0560	Weak positive 0.0144	Weak negative -0.0368	Weak negative -0.0183	Weak positive 0.0593	Weak negative -0.0713
Answer 273	-	Weak positive 0.0498	Weak positive 0.0900	Weak positive 0.0243	Weak negative -0.0525	Weak positive 0.0352	Weak negative -0.0482	Weak negative -0.0517
Self-acceptance (how much do you agree or disagree?)
Answer 274	-	Weak negative -0.0113	Weak positive 0.0097	Weak positive 0.0420	Weak positive 0.0768	Weak negative -0.0472	Weak negative -0.1262	Weak positive 0.0386
Answer 275	-	Weak positive 0.0002	Weak negative -0.0303	Weak positive 0.0310	Weak negative -0.0065	Weak negative -0.0252	Weak positive 0.0339	Weak negative -0.0080
Answer 276	-	Weak negative -0.0197	Weak negative -0.0456	Weak negative -0.0047	Weak positive 0.0121	Weak negative -0.0036	Weak positive 0.0129	Weak positive 0.0274
Answer 277	-	Weak negative -0.0111	Weak negative -0.0075	Weak negative -0.0668	Weak negative -0.0385	Weak positive 0.0608	Weak positive 0.0419	Weak positive 0.0149
Answer 278	-	Weak positive 0.0166	Weak positive 0.0294	Weak negative -0.0192	Weak negative -0.0095	Weak positive 0.0148	Weak positive 0.0678	Weak negative -0.0728
Answer 279	-	Weak positive 0.0425	Weak positive 0.0263	Weak positive 0.0085	Weak negative -0.0485	Weak negative -0.0187	Weak positive 0.0313	Weak negative -0.0119
Answer 280	-	Weak positive 0.0107	Weak positive 0.0804	Weak negative -0.0043	Weak negative -0.0277	Weak positive 0.0500	Weak negative -0.0316	Weak negative -0.0453
Self-acceptance (how much do you agree or disagree?)
Answer 281	-	Weak positive 0.0441	Weak positive 0.0837	Weak positive 0.0533	Weak negative -0.0483	Weak positive 0.0081	Weak negative -0.0232	Weak negative -0.0672
Answer 282	-	Weak positive 0.1023	Weak positive 0.0395	Weak negative -0.0253	Weak negative -0.0143	Weak negative -0.0249	Weak positive 0.0115	Weak negative -0.0401
Answer 283	-	Weak positive 0.0169	Weak positive 0.0183	Weak negative -0.0026	Weak positive 0.0134	Weak positive 0.0334	Weak positive 0.0235	Weak negative -0.0842
Answer 284	-	Weak positive 0.0079	Weak positive 0.0173	Weak negative -0.0487	Weak negative -0.0231	Weak positive 0.0036	Weak positive 0.0711	Weak negative -0.0158
Answer 285	-	Weak negative -0.0375	Weak negative -0.0364	Weak positive 0.0370	Weak positive 0.0415	Weak negative -0.0687	Weak negative -0.0064	Weak positive 0.0465
Answer 286	-	Weak negative -0.0770	Weak negative -0.0282	Weak negative -0.0434	Weak positive 0.0175	Weak positive 0.0254	Weak positive 0.0386	Weak positive 0.0288
Answer 287	-	Weak negative -0.0464	Weak negative -0.0777	Weak positive 0.0456	Weak positive 0.0133	Weak positive 0.0126	Weak negative -0.1160	Weak positive 0.1122
Self-acceptance (how much do you agree or disagree?)
Answer 288	-	Weak negative -0.0371	Weak positive 0.0179	Weak positive 0.0651	Weak positive 0.0477	Weak negative -0.0491	Weak negative -0.1083	Weak positive 0.0453
Answer 289	-	Weak negative -0.0043	Weak negative -0.0880	Weak negative -0.0305	Weak negative -0.0054	Weak positive 0.0151	Weak positive 0.0584	Weak positive 0.0279
Answer 290	-	Weak negative -0.0395	Weak negative -0.0049	Weak negative -0.0134	Weak negative -0.0140	Weak positive 0.0363	Weak positive 0.0464	Weak negative -0.0197
Answer 291	-	Weak positive 0.0935	Weak positive 0.0445	Weak negative -0.0446	Weak negative -0.0436	Weak negative -0.0176	Weak positive 0.0384	Weak negative -0.0248
Answer 292	-	Weak positive 0.0302	Weak positive 0.0377	Weak negative -0.0309	Weak positive 0.0011	Weak positive 0.0517	Weak positive 0.0063	Weak negative -0.0688
Answer 293	-	Weak positive 0.0222	Weak positive 0.0304	Weak positive 0.0177	Weak positive 0.0088	Weak positive 0.0003	Weak negative -0.0045	Weak negative -0.0506
Answer 294	-	Weak positive 0.0210	Weak positive 0.1341	Weak positive 0.0082	Weak negative -0.0749	Weak positive 0.0022	Weak negative -0.0032	Weak negative -0.0316

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Exploring correlations between the two systems, MBTI and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

Conclusion

In summary, while the MBTI personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2023.10.22

Valerii Kosenko

Product owner SaaS pet project SDTEST®

Valerii was qualified as a social pedagogue-psychologist in 1993 and has since applied his knowledge in project management.
Valerii obtained a Master's degree and the project and program manager qualification in 2013. During his Master's program, he became familiar with Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) and Spiral Dynamics.
Valerii took various Spiral Dynamics tests and used his knowledge and experience to adapt the current version of SDTEST.
Valerii is the author of exploring the uncertainty of the V.U.C.A. concept using Spiral Dynamics and mathematical statistics in psychology, more than 20 international polls.

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